image_id,real_image_path,fake_image_path,real_image_filename,fake_image_filename,source_image_path,manipulation_category,manipulation_technique,manipulation_description,label,timestamp
000000,real/real_000000.jpg,fake/fake_000000.jpg,real_000000.jpg,fake_000000.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_26.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:15.189800
000001,real/real_000001.jpg,fake/fake_000001.jpg,real_000001.jpg,fake_000001.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_69.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:15.280942
000002,real/real_000002.jpg,fake/fake_000002.jpg,real_000002.jpg,fake_000002.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_78.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:15.399979
000003,real/real_000003.jpg,fake/fake_000003.jpg,real_000003.jpg,fake_000003.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_60.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:15.491100
000004,real/real_000004.jpg,fake/fake_000004.jpg,real_000004.jpg,fake_000004.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_124.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:15.517228
000005,real/real_000005.jpg,fake/fake_000005.jpg,real_000005.jpg,fake_000005.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_56.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:15.539377
000006,real/real_000006.jpg,fake/fake_000006.jpg,real_000006.jpg,fake_000006.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_43.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:15.638778
000007,real/real_000007.jpg,fake/fake_000007.jpg,real_000007.jpg,fake_000007.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_203.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:15.744932
000008,real/real_000008.jpg,fake/fake_000008.jpg,real_000008.jpg,fake_000008.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_105.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:15.766780
000009,real/real_000009.jpg,fake/fake_000009.jpg,real_000009.jpg,fake_000009.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_162.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:15.790949
000010,real/real_000010.jpg,fake/fake_000010.jpg,real_000010.jpg,fake_000010.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_201.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:19.500026
000011,real/real_000011.jpg,fake/fake_000011.jpg,real_000011.jpg,fake_000011.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_133.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:19.527063
000012,real/real_000012.jpg,fake/fake_000012.jpg,real_000012.jpg,fake_000012.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_150.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:19.567145
000013,real/real_000013.jpg,fake/fake_000013.jpg,real_000013.jpg,fake_000013.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_110.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:19.591974
000014,real/real_000014.jpg,fake/fake_000014.jpg,real_000014.jpg,fake_000014.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_133.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:19.617031
000015,real/real_000015.jpg,fake/fake_000015.jpg,real_000015.jpg,fake_000015.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_120.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:19.711771
000016,real/real_000016.jpg,fake/fake_000016.jpg,real_000016.jpg,fake_000016.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_57.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:19.737438
000017,real/real_000017.jpg,fake/fake_000017.jpg,real_000017.jpg,fake_000017.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_48.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:19.760728
000018,real/real_000018.jpg,fake/fake_000018.jpg,real_000018.jpg,fake_000018.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_23.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:19.802115
000019,real/real_000019.jpg,fake/fake_000019.jpg,real_000019.jpg,fake_000019.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_173.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:19.824424
000020,real/real_000020.jpg,fake/fake_000020.jpg,real_000020.jpg,fake_000020.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_110.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:19.917032
000021,real/real_000021.jpg,fake/fake_000021.jpg,real_000021.jpg,fake_000021.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_5.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:19.995582
000022,real/real_000022.jpg,fake/fake_000022.jpg,real_000022.jpg,fake_000022.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_170.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:20.018242
000023,real/real_000023.jpg,fake/fake_000023.jpg,real_000023.jpg,fake_000023.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_124.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:20.043243
000024,real/real_000024.jpg,fake/fake_000024.jpg,real_000024.jpg,fake_000024.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_136.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:20.129423
000025,real/real_000025.jpg,fake/fake_000025.jpg,real_000025.jpg,fake_000025.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_31.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:20.220102
000026,real/real_000026.jpg,fake/fake_000026.jpg,real_000026.jpg,fake_000026.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_149.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:20.278962
000027,real/real_000027.jpg,fake/fake_000027.jpg,real_000027.jpg,fake_000027.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_96.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:20.310493
000028,real/real_000028.jpg,fake/fake_000028.jpg,real_000028.jpg,fake_000028.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_128.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:20.334700
000029,real/real_000029.jpg,fake/fake_000029.jpg,real_000029.jpg,fake_000029.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_66.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:20.358100
000030,real/real_000030.jpg,fake/fake_000030.jpg,real_000030.jpg,fake_000030.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_32.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:20.386829
000031,real/real_000031.jpg,fake/fake_000031.jpg,real_000031.jpg,fake_000031.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_150.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:20.426715
000032,real/real_000032.jpg,fake/fake_000032.jpg,real_000032.jpg,fake_000032.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_112.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:20.447630
000033,real/real_000033.jpg,fake/fake_000033.jpg,real_000033.jpg,fake_000033.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_259.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:20.471443
000034,real/real_000034.jpg,fake/fake_000034.jpg,real_000034.jpg,fake_000034.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_145.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:20.494148
000035,real/real_000035.jpg,fake/fake_000035.jpg,real_000035.jpg,fake_000035.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_162.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:20.527569
000036,real/real_000036.jpg,fake/fake_000036.jpg,real_000036.jpg,fake_000036.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_113.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:20.562512
000037,real/real_000037.jpg,fake/fake_000037.jpg,real_000037.jpg,fake_000037.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_284.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:20.584004
000038,real/real_000038.jpg,fake/fake_000038.jpg,real_000038.jpg,fake_000038.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_46.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:20.605929
000039,real/real_000039.jpg,fake/fake_000039.jpg,real_000039.jpg,fake_000039.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_45.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:20.629997
000040,real/real_000040.jpg,fake/fake_000040.jpg,real_000040.jpg,fake_000040.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_159.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:20.718639
000041,real/real_000041.jpg,fake/fake_000041.jpg,real_000041.jpg,fake_000041.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_121.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:20.822406
000042,real/real_000042.jpg,fake/fake_000042.jpg,real_000042.jpg,fake_000042.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_150.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:20.853555
000043,real/real_000043.jpg,fake/fake_000043.jpg,real_000043.jpg,fake_000043.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_43.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:20.897697
000044,real/real_000044.jpg,fake/fake_000044.jpg,real_000044.jpg,fake_000044.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_41.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:20.919942
000045,real/real_000045.jpg,fake/fake_000045.jpg,real_000045.jpg,fake_000045.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_120.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:20.940661
000046,real/real_000046.jpg,fake/fake_000046.jpg,real_000046.jpg,fake_000046.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_105.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:21.049376
000047,real/real_000047.jpg,fake/fake_000047.jpg,real_000047.jpg,fake_000047.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_60.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:21.074611
000048,real/real_000048.jpg,fake/fake_000048.jpg,real_000048.jpg,fake_000048.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_131.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:21.100970
000049,real/real_000049.jpg,fake/fake_000049.jpg,real_000049.jpg,fake_000049.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_94.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:21.125967
000050,real/real_000050.jpg,fake/fake_000050.jpg,real_000050.jpg,fake_000050.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_83.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:21.154363
000051,real/real_000051.jpg,fake/fake_000051.jpg,real_000051.jpg,fake_000051.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_416.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:21.184593
000052,real/real_000052.jpg,fake/fake_000052.jpg,real_000052.jpg,fake_000052.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_104.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:21.288267
000053,real/real_000053.jpg,fake/fake_000053.jpg,real_000053.jpg,fake_000053.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_75.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:21.319251
000054,real/real_000054.jpg,fake/fake_000054.jpg,real_000054.jpg,fake_000054.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_3.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:21.350956
000055,real/real_000055.jpg,fake/fake_000055.jpg,real_000055.jpg,fake_000055.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_93.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:21.375175
000056,real/real_000056.jpg,fake/fake_000056.jpg,real_000056.jpg,fake_000056.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_18.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:21.402964
000057,real/real_000057.jpg,fake/fake_000057.jpg,real_000057.jpg,fake_000057.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_180.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:21.439612
000058,real/real_000058.jpg,fake/fake_000058.jpg,real_000058.jpg,fake_000058.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_31.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:21.475949
000059,real/real_000059.jpg,fake/fake_000059.jpg,real_000059.jpg,fake_000059.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_90.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:21.509057
000060,real/real_000060.jpg,fake/fake_000060.jpg,real_000060.jpg,fake_000060.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_174.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:21.533220
000061,real/real_000061.jpg,fake/fake_000061.jpg,real_000061.jpg,fake_000061.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_149.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:21.618144
000062,real/real_000062.jpg,fake/fake_000062.jpg,real_000062.jpg,fake_000062.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_67.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:21.656160
000063,real/real_000063.jpg,fake/fake_000063.jpg,real_000063.jpg,fake_000063.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_143.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:21.700670
000064,real/real_000064.jpg,fake/fake_000064.jpg,real_000064.jpg,fake_000064.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_466.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:21.723879
000065,real/real_000065.jpg,fake/fake_000065.jpg,real_000065.jpg,fake_000065.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_421.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:21.750007
000066,real/real_000066.jpg,fake/fake_000066.jpg,real_000066.jpg,fake_000066.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_54.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:21.849078
000067,real/real_000067.jpg,fake/fake_000067.jpg,real_000067.jpg,fake_000067.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_133.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:21.871968
000068,real/real_000068.jpg,fake/fake_000068.jpg,real_000068.jpg,fake_000068.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_117.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:21.916971
000069,real/real_000069.jpg,fake/fake_000069.jpg,real_000069.jpg,fake_000069.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_128.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:21.943945
000070,real/real_000070.jpg,fake/fake_000070.jpg,real_000070.jpg,fake_000070.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_138.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:21.970608
000071,real/real_000071.jpg,fake/fake_000071.jpg,real_000071.jpg,fake_000071.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_13.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:22.067958
000072,real/real_000072.jpg,fake/fake_000072.jpg,real_000072.jpg,fake_000072.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_52.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:22.092024
000073,real/real_000073.jpg,fake/fake_000073.jpg,real_000073.jpg,fake_000073.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_31.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:22.130059
000074,real/real_000074.jpg,fake/fake_000074.jpg,real_000074.jpg,fake_000074.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_83.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:22.154659
000075,real/real_000075.jpg,fake/fake_000075.jpg,real_000075.jpg,fake_000075.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_46.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:22.243774
000076,real/real_000076.jpg,fake/fake_000076.jpg,real_000076.jpg,fake_000076.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_9.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:22.268651
000077,real/real_000077.jpg,fake/fake_000077.jpg,real_000077.jpg,fake_000077.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_64.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:22.290265
000078,real/real_000078.jpg,fake/fake_000078.jpg,real_000078.jpg,fake_000078.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_9.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:22.326406
000079,real/real_000079.jpg,fake/fake_000079.jpg,real_000079.jpg,fake_000079.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_57.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:22.347433
000080,real/real_000080.jpg,fake/fake_000080.jpg,real_000080.jpg,fake_000080.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_190.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:22.369764
000081,real/real_000081.jpg,fake/fake_000081.jpg,real_000081.jpg,fake_000081.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_56.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:22.401111
000082,real/real_000082.jpg,fake/fake_000082.jpg,real_000082.jpg,fake_000082.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_117.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:22.425721
000083,real/real_000083.jpg,fake/fake_000083.jpg,real_000083.jpg,fake_000083.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_253.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:22.451160
000084,real/real_000084.jpg,fake/fake_000084.jpg,real_000084.jpg,fake_000084.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_23.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:22.486541
000085,real/real_000085.jpg,fake/fake_000085.jpg,real_000085.jpg,fake_000085.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_80.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:22.575656
000086,real/real_000086.jpg,fake/fake_000086.jpg,real_000086.jpg,fake_000086.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_85.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:22.620433
000087,real/real_000087.jpg,fake/fake_000087.jpg,real_000087.jpg,fake_000087.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_60.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:22.643416
000088,real/real_000088.jpg,fake/fake_000088.jpg,real_000088.jpg,fake_000088.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_6.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:22.670680
000089,real/real_000089.jpg,fake/fake_000089.jpg,real_000089.jpg,fake_000089.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_15.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:22.705072
000090,real/real_000090.jpg,fake/fake_000090.jpg,real_000090.jpg,fake_000090.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_38.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:22.728057
000091,real/real_000091.jpg,fake/fake_000091.jpg,real_000091.jpg,fake_000091.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_43.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:22.755723
000092,real/real_000092.jpg,fake/fake_000092.jpg,real_000092.jpg,fake_000092.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_113.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:22.778837
000093,real/real_000093.jpg,fake/fake_000093.jpg,real_000093.jpg,fake_000093.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_121.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:22.881342
000094,real/real_000094.jpg,fake/fake_000094.jpg,real_000094.jpg,fake_000094.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_94.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:22.973323
000095,real/real_000095.jpg,fake/fake_000095.jpg,real_000095.jpg,fake_000095.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_131.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:23.007468
000096,real/real_000096.jpg,fake/fake_000096.jpg,real_000096.jpg,fake_000096.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_188.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:23.038969
000097,real/real_000097.jpg,fake/fake_000097.jpg,real_000097.jpg,fake_000097.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_135.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:23.069760
000098,real/real_000098.jpg,fake/fake_000098.jpg,real_000098.jpg,fake_000098.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_140.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:23.093008
000099,real/real_000099.jpg,fake/fake_000099.jpg,real_000099.jpg,fake_000099.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_154.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:23.117019
000100,real/real_000100.jpg,fake/fake_000100.jpg,real_000100.jpg,fake_000100.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_12.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:23.215082
000101,real/real_000101.jpg,fake/fake_000101.jpg,real_000101.jpg,fake_000101.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_84.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:23.236349
000102,real/real_000102.jpg,fake/fake_000102.jpg,real_000102.jpg,fake_000102.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_34.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:23.260017
000103,real/real_000103.jpg,fake/fake_000103.jpg,real_000103.jpg,fake_000103.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_75.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:23.286869
000104,real/real_000104.jpg,fake/fake_000104.jpg,real_000104.jpg,fake_000104.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_144.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:23.378028
000105,real/real_000105.jpg,fake/fake_000105.jpg,real_000105.jpg,fake_000105.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_72.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:23.416383
000106,real/real_000106.jpg,fake/fake_000106.jpg,real_000106.jpg,fake_000106.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_156.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:23.447715
000107,real/real_000107.jpg,fake/fake_000107.jpg,real_000107.jpg,fake_000107.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_211.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:23.471056
000108,real/real_000108.jpg,fake/fake_000108.jpg,real_000108.jpg,fake_000108.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_69.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:23.517753
000109,real/real_000109.jpg,fake/fake_000109.jpg,real_000109.jpg,fake_000109.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_28.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:23.611286
000110,real/real_000110.jpg,fake/fake_000110.jpg,real_000110.jpg,fake_000110.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_11.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:23.643546
000111,real/real_000111.jpg,fake/fake_000111.jpg,real_000111.jpg,fake_000111.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_50.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:23.742997
000112,real/real_000112.jpg,fake/fake_000112.jpg,real_000112.jpg,fake_000112.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_81.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:23.766029
000113,real/real_000113.jpg,fake/fake_000113.jpg,real_000113.jpg,fake_000113.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_57.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:23.810982
000114,real/real_000114.jpg,fake/fake_000114.jpg,real_000114.jpg,fake_000114.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_253.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:23.910283
000115,real/real_000115.jpg,fake/fake_000115.jpg,real_000115.jpg,fake_000115.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_249.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:23.999994
000116,real/real_000116.jpg,fake/fake_000116.jpg,real_000116.jpg,fake_000116.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_200.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:24.033646
000117,real/real_000117.jpg,fake/fake_000117.jpg,real_000117.jpg,fake_000117.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_29.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:24.057864
000118,real/real_000118.jpg,fake/fake_000118.jpg,real_000118.jpg,fake_000118.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_105.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:24.155694
000119,real/real_000119.jpg,fake/fake_000119.jpg,real_000119.jpg,fake_000119.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_286.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:24.191242
000120,real/real_000120.jpg,fake/fake_000120.jpg,real_000120.jpg,fake_000120.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_218.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:24.301845
000121,real/real_000121.jpg,fake/fake_000121.jpg,real_000121.jpg,fake_000121.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_19.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:24.357639
000122,real/real_000122.jpg,fake/fake_000122.jpg,real_000122.jpg,fake_000122.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_137.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:24.385348
000123,real/real_000123.jpg,fake/fake_000123.jpg,real_000123.jpg,fake_000123.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_302.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:24.412216
000124,real/real_000124.jpg,fake/fake_000124.jpg,real_000124.jpg,fake_000124.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_60.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:24.462161
000125,real/real_000125.jpg,fake/fake_000125.jpg,real_000125.jpg,fake_000125.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_177.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:24.549839
000126,real/real_000126.jpg,fake/fake_000126.jpg,real_000126.jpg,fake_000126.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_173.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:24.585330
000127,real/real_000127.jpg,fake/fake_000127.jpg,real_000127.jpg,fake_000127.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_110.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:24.625485
000128,real/real_000128.jpg,fake/fake_000128.jpg,real_000128.jpg,fake_000128.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_165.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:24.712645
000129,real/real_000129.jpg,fake/fake_000129.jpg,real_000129.jpg,fake_000129.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_144.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:24.737839
000130,real/real_000130.jpg,fake/fake_000130.jpg,real_000130.jpg,fake_000130.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_26.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:24.792366
000131,real/real_000131.jpg,fake/fake_000131.jpg,real_000131.jpg,fake_000131.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_257.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:24.870746
000132,real/real_000132.jpg,fake/fake_000132.jpg,real_000132.jpg,fake_000132.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_129.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:24.947825
000133,real/real_000133.jpg,fake/fake_000133.jpg,real_000133.jpg,fake_000133.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_90.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:24.976235
000134,real/real_000134.jpg,fake/fake_000134.jpg,real_000134.jpg,fake_000134.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_162.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:25.112837
000135,real/real_000135.jpg,fake/fake_000135.jpg,real_000135.jpg,fake_000135.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_55.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:25.255067
000136,real/real_000136.jpg,fake/fake_000136.jpg,real_000136.jpg,fake_000136.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_350.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:25.285225
000137,real/real_000137.jpg,fake/fake_000137.jpg,real_000137.jpg,fake_000137.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_46.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:25.342919
000138,real/real_000138.jpg,fake/fake_000138.jpg,real_000138.jpg,fake_000138.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_96.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:25.489488
000139,real/real_000139.jpg,fake/fake_000139.jpg,real_000139.jpg,fake_000139.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_256.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:25.515330
000140,real/real_000140.jpg,fake/fake_000140.jpg,real_000140.jpg,fake_000140.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_11.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:25.658304
000141,real/real_000141.jpg,fake/fake_000141.jpg,real_000141.jpg,fake_000141.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_60.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:25.702291
000142,real/real_000142.jpg,fake/fake_000142.jpg,real_000142.jpg,fake_000142.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_115.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:25.734710
000143,real/real_000143.jpg,fake/fake_000143.jpg,real_000143.jpg,fake_000143.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_356.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:25.757252
000144,real/real_000144.jpg,fake/fake_000144.jpg,real_000144.jpg,fake_000144.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_70.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:25.778516
000145,real/real_000145.jpg,fake/fake_000145.jpg,real_000145.jpg,fake_000145.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_39.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:25.913195
000146,real/real_000146.jpg,fake/fake_000146.jpg,real_000146.jpg,fake_000146.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_13.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:25.998606
000147,real/real_000147.jpg,fake/fake_000147.jpg,real_000147.jpg,fake_000147.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_7.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:26.064027
000148,real/real_000148.jpg,fake/fake_000148.jpg,real_000148.jpg,fake_000148.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_370.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:26.090375
000149,real/real_000149.jpg,fake/fake_000149.jpg,real_000149.jpg,fake_000149.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_317.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:26.158582
000150,real/real_000150.jpg,fake/fake_000150.jpg,real_000150.jpg,fake_000150.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_120.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:26.188438
000151,real/real_000151.jpg,fake/fake_000151.jpg,real_000151.jpg,fake_000151.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_15.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:26.237572
000152,real/real_000152.jpg,fake/fake_000152.jpg,real_000152.jpg,fake_000152.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_180.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:26.263814
000153,real/real_000153.jpg,fake/fake_000153.jpg,real_000153.jpg,fake_000153.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_144.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:26.298241
000154,real/real_000154.jpg,fake/fake_000154.jpg,real_000154.jpg,fake_000154.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_110.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:26.323161
000155,real/real_000155.jpg,fake/fake_000155.jpg,real_000155.jpg,fake_000155.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_32.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:26.450984
000156,real/real_000156.jpg,fake/fake_000156.jpg,real_000156.jpg,fake_000156.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_191.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:26.490760
000157,real/real_000157.jpg,fake/fake_000157.jpg,real_000157.jpg,fake_000157.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_164.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:26.632344
000158,real/real_000158.jpg,fake/fake_000158.jpg,real_000158.jpg,fake_000158.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_17.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:26.660782
000159,real/real_000159.jpg,fake/fake_000159.jpg,real_000159.jpg,fake_000159.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_111.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:26.684405
000160,real/real_000160.jpg,fake/fake_000160.jpg,real_000160.jpg,fake_000160.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_69.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:26.710176
000161,real/real_000161.jpg,fake/fake_000161.jpg,real_000161.jpg,fake_000161.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_246.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:26.858279
000162,real/real_000162.jpg,fake/fake_000162.jpg,real_000162.jpg,fake_000162.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_38.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:26.887893
000163,real/real_000163.jpg,fake/fake_000163.jpg,real_000163.jpg,fake_000163.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_187.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:26.909914
000164,real/real_000164.jpg,fake/fake_000164.jpg,real_000164.jpg,fake_000164.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_127.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:26.964614
000165,real/real_000165.jpg,fake/fake_000165.jpg,real_000165.jpg,fake_000165.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_21.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:27.126375
000166,real/real_000166.jpg,fake/fake_000166.jpg,real_000166.jpg,fake_000166.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_188.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:27.272312
000167,real/real_000167.jpg,fake/fake_000167.jpg,real_000167.jpg,fake_000167.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_28.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:27.301761
000168,real/real_000168.jpg,fake/fake_000168.jpg,real_000168.jpg,fake_000168.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_120.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:27.330032
000169,real/real_000169.jpg,fake/fake_000169.jpg,real_000169.jpg,fake_000169.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_62.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:27.381295
000170,real/real_000170.jpg,fake/fake_000170.jpg,real_000170.jpg,fake_000170.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_45.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:27.409145
000171,real/real_000171.jpg,fake/fake_000171.jpg,real_000171.jpg,fake_000171.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_114.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:27.489752
000172,real/real_000172.jpg,fake/fake_000172.jpg,real_000172.jpg,fake_000172.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_88.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:27.525250
000173,real/real_000173.jpg,fake/fake_000173.jpg,real_000173.jpg,fake_000173.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_130.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:27.551411
000174,real/real_000174.jpg,fake/fake_000174.jpg,real_000174.jpg,fake_000174.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_119.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:27.586089
000175,real/real_000175.jpg,fake/fake_000175.jpg,real_000175.jpg,fake_000175.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_75.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:27.615317
000176,real/real_000176.jpg,fake/fake_000176.jpg,real_000176.jpg,fake_000176.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_82.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:27.637886
000177,real/real_000177.jpg,fake/fake_000177.jpg,real_000177.jpg,fake_000177.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_168.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:27.702944
000178,real/real_000178.jpg,fake/fake_000178.jpg,real_000178.jpg,fake_000178.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_55.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:27.746304
000179,real/real_000179.jpg,fake/fake_000179.jpg,real_000179.jpg,fake_000179.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_260.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:27.775707
000180,real/real_000180.jpg,fake/fake_000180.jpg,real_000180.jpg,fake_000180.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_86.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:27.802077
000181,real/real_000181.jpg,fake/fake_000181.jpg,real_000181.jpg,fake_000181.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_101.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:27.828702
000182,real/real_000182.jpg,fake/fake_000182.jpg,real_000182.jpg,fake_000182.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_56.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:27.879394
000183,real/real_000183.jpg,fake/fake_000183.jpg,real_000183.jpg,fake_000183.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_180.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:27.912893
000184,real/real_000184.jpg,fake/fake_000184.jpg,real_000184.jpg,fake_000184.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_89.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:27.946051
000185,real/real_000185.jpg,fake/fake_000185.jpg,real_000185.jpg,fake_000185.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_15.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:27.980480
000186,real/real_000186.jpg,fake/fake_000186.jpg,real_000186.jpg,fake_000186.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_71.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:28.029949
000187,real/real_000187.jpg,fake/fake_000187.jpg,real_000187.jpg,fake_000187.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_42.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:28.073516
000188,real/real_000188.jpg,fake/fake_000188.jpg,real_000188.jpg,fake_000188.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_49.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:28.123180
000189,real/real_000189.jpg,fake/fake_000189.jpg,real_000189.jpg,fake_000189.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_209.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:28.162866
000190,real/real_000190.jpg,fake/fake_000190.jpg,real_000190.jpg,fake_000190.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_358.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:28.186550
000191,real/real_000191.jpg,fake/fake_000191.jpg,real_000191.jpg,fake_000191.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_76.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:28.214101
000192,real/real_000192.jpg,fake/fake_000192.jpg,real_000192.jpg,fake_000192.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_134.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:28.246622
000193,real/real_000193.jpg,fake/fake_000193.jpg,real_000193.jpg,fake_000193.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_136.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:28.271937
000194,real/real_000194.jpg,fake/fake_000194.jpg,real_000194.jpg,fake_000194.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_138.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:28.320083
000195,real/real_000195.jpg,fake/fake_000195.jpg,real_000195.jpg,fake_000195.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_54.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:28.410294
000196,real/real_000196.jpg,fake/fake_000196.jpg,real_000196.jpg,fake_000196.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_342.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:28.456576
000197,real/real_000197.jpg,fake/fake_000197.jpg,real_000197.jpg,fake_000197.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_50.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:28.555496
000198,real/real_000198.jpg,fake/fake_000198.jpg,real_000198.jpg,fake_000198.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_59.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:28.582336
000199,real/real_000199.jpg,fake/fake_000199.jpg,real_000199.jpg,fake_000199.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_107.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:28.603367
000200,real/real_000200.jpg,fake/fake_000200.jpg,real_000200.jpg,fake_000200.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_14.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:28.625969
000201,real/real_000201.jpg,fake/fake_000201.jpg,real_000201.jpg,fake_000201.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_161.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:28.655254
000202,real/real_000202.jpg,fake/fake_000202.jpg,real_000202.jpg,fake_000202.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_218.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:28.692368
000203,real/real_000203.jpg,fake/fake_000203.jpg,real_000203.jpg,fake_000203.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_188.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:28.717888
000204,real/real_000204.jpg,fake/fake_000204.jpg,real_000204.jpg,fake_000204.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_158.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:28.745724
000205,real/real_000205.jpg,fake/fake_000205.jpg,real_000205.jpg,fake_000205.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_40.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:28.767082
000206,real/real_000206.jpg,fake/fake_000206.jpg,real_000206.jpg,fake_000206.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_330.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:28.792967
000207,real/real_000207.jpg,fake/fake_000207.jpg,real_000207.jpg,fake_000207.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_72.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:28.825463
000208,real/real_000208.jpg,fake/fake_000208.jpg,real_000208.jpg,fake_000208.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_247.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:28.863795
000209,real/real_000209.jpg,fake/fake_000209.jpg,real_000209.jpg,fake_000209.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_91.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:28.958512
000210,real/real_000210.jpg,fake/fake_000210.jpg,real_000210.jpg,fake_000210.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_114.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:29.001113
000211,real/real_000211.jpg,fake/fake_000211.jpg,real_000211.jpg,fake_000211.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_95.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:29.036164
000212,real/real_000212.jpg,fake/fake_000212.jpg,real_000212.jpg,fake_000212.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_91.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:29.072507
000213,real/real_000213.jpg,fake/fake_000213.jpg,real_000213.jpg,fake_000213.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_211.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:29.175487
000214,real/real_000214.jpg,fake/fake_000214.jpg,real_000214.jpg,fake_000214.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_154.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:29.270966
000215,real/real_000215.jpg,fake/fake_000215.jpg,real_000215.jpg,fake_000215.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_98.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:29.359046
000216,real/real_000216.jpg,fake/fake_000216.jpg,real_000216.jpg,fake_000216.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_54.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:29.385098
000217,real/real_000217.jpg,fake/fake_000217.jpg,real_000217.jpg,fake_000217.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_189.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:29.412843
000218,real/real_000218.jpg,fake/fake_000218.jpg,real_000218.jpg,fake_000218.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_86.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:29.455688
000219,real/real_000219.jpg,fake/fake_000219.jpg,real_000219.jpg,fake_000219.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_95.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:29.481059
000220,real/real_000220.jpg,fake/fake_000220.jpg,real_000220.jpg,fake_000220.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_7.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:29.503701
000221,real/real_000221.jpg,fake/fake_000221.jpg,real_000221.jpg,fake_000221.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_206.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:29.532336
000222,real/real_000222.jpg,fake/fake_000222.jpg,real_000222.jpg,fake_000222.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_114.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:29.568852
000223,real/real_000223.jpg,fake/fake_000223.jpg,real_000223.jpg,fake_000223.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_96.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:29.590202
000224,real/real_000224.jpg,fake/fake_000224.jpg,real_000224.jpg,fake_000224.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_133.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:29.611996
000225,real/real_000225.jpg,fake/fake_000225.jpg,real_000225.jpg,fake_000225.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_146.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:29.705478
000226,real/real_000226.jpg,fake/fake_000226.jpg,real_000226.jpg,fake_000226.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_29.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:29.729853
000227,real/real_000227.jpg,fake/fake_000227.jpg,real_000227.jpg,fake_000227.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_22.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:29.777191
000228,real/real_000228.jpg,fake/fake_000228.jpg,real_000228.jpg,fake_000228.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_220.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:29.897501
000229,real/real_000229.jpg,fake/fake_000229.jpg,real_000229.jpg,fake_000229.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_80.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:29.919814
000230,real/real_000230.jpg,fake/fake_000230.jpg,real_000230.jpg,fake_000230.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_110.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:29.958102
000231,real/real_000231.jpg,fake/fake_000231.jpg,real_000231.jpg,fake_000231.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_98.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:29.985585
000232,real/real_000232.jpg,fake/fake_000232.jpg,real_000232.jpg,fake_000232.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_87.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:30.074980
000233,real/real_000233.jpg,fake/fake_000233.jpg,real_000233.jpg,fake_000233.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_122.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:30.109597
000234,real/real_000234.jpg,fake/fake_000234.jpg,real_000234.jpg,fake_000234.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_18.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:30.218965
000235,real/real_000235.jpg,fake/fake_000235.jpg,real_000235.jpg,fake_000235.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_174.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:30.309169
000236,real/real_000236.jpg,fake/fake_000236.jpg,real_000236.jpg,fake_000236.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_8.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:30.332539
000237,real/real_000237.jpg,fake/fake_000237.jpg,real_000237.jpg,fake_000237.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_425.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:30.361984
000238,real/real_000238.jpg,fake/fake_000238.jpg,real_000238.jpg,fake_000238.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_136.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:30.398409
000239,real/real_000239.jpg,fake/fake_000239.jpg,real_000239.jpg,fake_000239.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_110.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:30.429181
000240,real/real_000240.jpg,fake/fake_000240.jpg,real_000240.jpg,fake_000240.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_59.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:30.455913
000241,real/real_000241.jpg,fake/fake_000241.jpg,real_000241.jpg,fake_000241.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_28.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:30.483548
000242,real/real_000242.jpg,fake/fake_000242.jpg,real_000242.jpg,fake_000242.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_234.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:30.515849
000243,real/real_000243.jpg,fake/fake_000243.jpg,real_000243.jpg,fake_000243.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_79.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:30.549363
000244,real/real_000244.jpg,fake/fake_000244.jpg,real_000244.jpg,fake_000244.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_84.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:30.572298
000245,real/real_000245.jpg,fake/fake_000245.jpg,real_000245.jpg,fake_000245.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_38.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:30.603333
000246,real/real_000246.jpg,fake/fake_000246.jpg,real_000246.jpg,fake_000246.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_40.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:30.629806
000247,real/real_000247.jpg,fake/fake_000247.jpg,real_000247.jpg,fake_000247.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_175.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:30.674695
000248,real/real_000248.jpg,fake/fake_000248.jpg,real_000248.jpg,fake_000248.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_37.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:30.714568
000249,real/real_000249.jpg,fake/fake_000249.jpg,real_000249.jpg,fake_000249.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_75.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:30.738805
000250,real/real_000250.jpg,fake/fake_000250.jpg,real_000250.jpg,fake_000250.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_108.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:30.833885
000251,real/real_000251.jpg,fake/fake_000251.jpg,real_000251.jpg,fake_000251.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_78.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:30.858568
000252,real/real_000252.jpg,fake/fake_000252.jpg,real_000252.jpg,fake_000252.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_177.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:30.886273
000253,real/real_000253.jpg,fake/fake_000253.jpg,real_000253.jpg,fake_000253.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_100.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:30.922089
000254,real/real_000254.jpg,fake/fake_000254.jpg,real_000254.jpg,fake_000254.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_133.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:30.953053
000255,real/real_000255.jpg,fake/fake_000255.jpg,real_000255.jpg,fake_000255.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_27.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:30.978217
000256,real/real_000256.jpg,fake/fake_000256.jpg,real_000256.jpg,fake_000256.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_137.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:30.999382
000257,real/real_000257.jpg,fake/fake_000257.jpg,real_000257.jpg,fake_000257.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_69.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:31.024852
000258,real/real_000258.jpg,fake/fake_000258.jpg,real_000258.jpg,fake_000258.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_47.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:31.069812
000259,real/real_000259.jpg,fake/fake_000259.jpg,real_000259.jpg,fake_000259.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_26.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:31.113261
000260,real/real_000260.jpg,fake/fake_000260.jpg,real_000260.jpg,fake_000260.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_57.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:31.135790
000261,real/real_000261.jpg,fake/fake_000261.jpg,real_000261.jpg,fake_000261.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_194.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:31.158733
000262,real/real_000262.jpg,fake/fake_000262.jpg,real_000262.jpg,fake_000262.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_31.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:31.179444
000263,real/real_000263.jpg,fake/fake_000263.jpg,real_000263.jpg,fake_000263.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_52.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:31.280867
000264,real/real_000264.jpg,fake/fake_000264.jpg,real_000264.jpg,fake_000264.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_104.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:31.329973
000265,real/real_000265.jpg,fake/fake_000265.jpg,real_000265.jpg,fake_000265.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_162.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:31.359824
000266,real/real_000266.jpg,fake/fake_000266.jpg,real_000266.jpg,fake_000266.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_130.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:31.443780
000267,real/real_000267.jpg,fake/fake_000267.jpg,real_000267.jpg,fake_000267.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_30.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:31.470043
000268,real/real_000268.jpg,fake/fake_000268.jpg,real_000268.jpg,fake_000268.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_1.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:31.496945
000269,real/real_000269.jpg,fake/fake_000269.jpg,real_000269.jpg,fake_000269.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_18.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:31.601863
000270,real/real_000270.jpg,fake/fake_000270.jpg,real_000270.jpg,fake_000270.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_39.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:31.696201
000271,real/real_000271.jpg,fake/fake_000271.jpg,real_000271.jpg,fake_000271.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_146.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:31.719115
000272,real/real_000272.jpg,fake/fake_000272.jpg,real_000272.jpg,fake_000272.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_219.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:31.742379
000273,real/real_000273.jpg,fake/fake_000273.jpg,real_000273.jpg,fake_000273.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_45.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:31.768932
000274,real/real_000274.jpg,fake/fake_000274.jpg,real_000274.jpg,fake_000274.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_57.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:31.863601
000275,real/real_000275.jpg,fake/fake_000275.jpg,real_000275.jpg,fake_000275.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_175.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:31.972725
000276,real/real_000276.jpg,fake/fake_000276.jpg,real_000276.jpg,fake_000276.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_327.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:32.024098
000277,real/real_000277.jpg,fake/fake_000277.jpg,real_000277.jpg,fake_000277.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_27.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:32.047728
000278,real/real_000278.jpg,fake/fake_000278.jpg,real_000278.jpg,fake_000278.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_171.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:32.073876
000279,real/real_000279.jpg,fake/fake_000279.jpg,real_000279.jpg,fake_000279.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_136.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:32.171344
000280,real/real_000280.jpg,fake/fake_000280.jpg,real_000280.jpg,fake_000280.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_141.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:32.207143
000281,real/real_000281.jpg,fake/fake_000281.jpg,real_000281.jpg,fake_000281.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_175.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:32.243360
000282,real/real_000282.jpg,fake/fake_000282.jpg,real_000282.jpg,fake_000282.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_28.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:32.284825
000283,real/real_000283.jpg,fake/fake_000283.jpg,real_000283.jpg,fake_000283.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_123.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:32.312816
000284,real/real_000284.jpg,fake/fake_000284.jpg,real_000284.jpg,fake_000284.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_84.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:32.344074
000285,real/real_000285.jpg,fake/fake_000285.jpg,real_000285.jpg,fake_000285.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_157.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:32.404219
000286,real/real_000286.jpg,fake/fake_000286.jpg,real_000286.jpg,fake_000286.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_143.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:32.436541
000287,real/real_000287.jpg,fake/fake_000287.jpg,real_000287.jpg,fake_000287.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_87.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:32.468908
000288,real/real_000288.jpg,fake/fake_000288.jpg,real_000288.jpg,fake_000288.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_48.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:32.560399
000289,real/real_000289.jpg,fake/fake_000289.jpg,real_000289.jpg,fake_000289.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_73.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:32.581469
000290,real/real_000290.jpg,fake/fake_000290.jpg,real_000290.jpg,fake_000290.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_25.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:32.620519
000291,real/real_000291.jpg,fake/fake_000291.jpg,real_000291.jpg,fake_000291.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_128.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:32.666785
000292,real/real_000292.jpg,fake/fake_000292.jpg,real_000292.jpg,fake_000292.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_152.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:32.690698
000293,real/real_000293.jpg,fake/fake_000293.jpg,real_000293.jpg,fake_000293.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_117.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:32.721878
000294,real/real_000294.jpg,fake/fake_000294.jpg,real_000294.jpg,fake_000294.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_161.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:32.752068
000295,real/real_000295.jpg,fake/fake_000295.jpg,real_000295.jpg,fake_000295.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_77.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:32.837971
000296,real/real_000296.jpg,fake/fake_000296.jpg,real_000296.jpg,fake_000296.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_195.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:32.876069
000297,real/real_000297.jpg,fake/fake_000297.jpg,real_000297.jpg,fake_000297.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_47.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:32.911325
000298,real/real_000298.jpg,fake/fake_000298.jpg,real_000298.jpg,fake_000298.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_69.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:32.996836
000299,real/real_000299.jpg,fake/fake_000299.jpg,real_000299.jpg,fake_000299.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_46.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:33.091224
000300,real/real_000300.jpg,fake/fake_000300.jpg,real_000300.jpg,fake_000300.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_198.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:33.124447
000301,real/real_000301.jpg,fake/fake_000301.jpg,real_000301.jpg,fake_000301.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_98.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:33.163796
000302,real/real_000302.jpg,fake/fake_000302.jpg,real_000302.jpg,fake_000302.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_228.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:33.189778
000303,real/real_000303.jpg,fake/fake_000303.jpg,real_000303.jpg,fake_000303.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_167.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:33.218022
000304,real/real_000304.jpg,fake/fake_000304.jpg,real_000304.jpg,fake_000304.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_90.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:33.244488
000305,real/real_000305.jpg,fake/fake_000305.jpg,real_000305.jpg,fake_000305.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_103.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:33.268500
000306,real/real_000306.jpg,fake/fake_000306.jpg,real_000306.jpg,fake_000306.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_112.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:33.300343
000307,real/real_000307.jpg,fake/fake_000307.jpg,real_000307.jpg,fake_000307.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_136.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:33.408614
000308,real/real_000308.jpg,fake/fake_000308.jpg,real_000308.jpg,fake_000308.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_326.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:33.439496
000309,real/real_000309.jpg,fake/fake_000309.jpg,real_000309.jpg,fake_000309.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_124.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:33.466289
000310,real/real_000310.jpg,fake/fake_000310.jpg,real_000310.jpg,fake_000310.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_221.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:33.494537
000311,real/real_000311.jpg,fake/fake_000311.jpg,real_000311.jpg,fake_000311.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_2.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:33.519251
000312,real/real_000312.jpg,fake/fake_000312.jpg,real_000312.jpg,fake_000312.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_69.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:33.624995
000313,real/real_000313.jpg,fake/fake_000313.jpg,real_000313.jpg,fake_000313.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_277.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:33.714965
000314,real/real_000314.jpg,fake/fake_000314.jpg,real_000314.jpg,fake_000314.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_81.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:33.743630
000315,real/real_000315.jpg,fake/fake_000315.jpg,real_000315.jpg,fake_000315.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_76.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:33.771914
000316,real/real_000316.jpg,fake/fake_000316.jpg,real_000316.jpg,fake_000316.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_64.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:33.861875
000317,real/real_000317.jpg,fake/fake_000317.jpg,real_000317.jpg,fake_000317.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_115.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:33.899529
000318,real/real_000318.jpg,fake/fake_000318.jpg,real_000318.jpg,fake_000318.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_132.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:33.927959
000319,real/real_000319.jpg,fake/fake_000319.jpg,real_000319.jpg,fake_000319.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_183.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:33.951067
000320,real/real_000320.jpg,fake/fake_000320.jpg,real_000320.jpg,fake_000320.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_138.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:33.972760
000321,real/real_000321.jpg,fake/fake_000321.jpg,real_000321.jpg,fake_000321.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_36.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:34.061958
000322,real/real_000322.jpg,fake/fake_000322.jpg,real_000322.jpg,fake_000322.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_76.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:34.165529
000323,real/real_000323.jpg,fake/fake_000323.jpg,real_000323.jpg,fake_000323.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_214.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:34.206680
000324,real/real_000324.jpg,fake/fake_000324.jpg,real_000324.jpg,fake_000324.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_149.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:34.258048
000325,real/real_000325.jpg,fake/fake_000325.jpg,real_000325.jpg,fake_000325.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_111.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:34.283696
000326,real/real_000326.jpg,fake/fake_000326.jpg,real_000326.jpg,fake_000326.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_79.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:34.314674
000327,real/real_000327.jpg,fake/fake_000327.jpg,real_000327.jpg,fake_000327.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_132.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:34.362797
000328,real/real_000328.jpg,fake/fake_000328.jpg,real_000328.jpg,fake_000328.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_297.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:34.420661
000329,real/real_000329.jpg,fake/fake_000329.jpg,real_000329.jpg,fake_000329.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_80.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:34.551385
000330,real/real_000330.jpg,fake/fake_000330.jpg,real_000330.jpg,fake_000330.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_28.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:34.573197
000331,real/real_000331.jpg,fake/fake_000331.jpg,real_000331.jpg,fake_000331.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_254.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:34.600125
000332,real/real_000332.jpg,fake/fake_000332.jpg,real_000332.jpg,fake_000332.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_138.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:34.632283
000333,real/real_000333.jpg,fake/fake_000333.jpg,real_000333.jpg,fake_000333.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_200.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:34.661830
000334,real/real_000334.jpg,fake/fake_000334.jpg,real_000334.jpg,fake_000334.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_154.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:34.685761
000335,real/real_000335.jpg,fake/fake_000335.jpg,real_000335.jpg,fake_000335.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_7.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:34.715430
000336,real/real_000336.jpg,fake/fake_000336.jpg,real_000336.jpg,fake_000336.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_2.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:34.738213
000337,real/real_000337.jpg,fake/fake_000337.jpg,real_000337.jpg,fake_000337.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_251.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:34.772687
000338,real/real_000338.jpg,fake/fake_000338.jpg,real_000338.jpg,fake_000338.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_245.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:34.802378
000339,real/real_000339.jpg,fake/fake_000339.jpg,real_000339.jpg,fake_000339.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_158.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:34.847203
000340,real/real_000340.jpg,fake/fake_000340.jpg,real_000340.jpg,fake_000340.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_273.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:34.940410
000341,real/real_000341.jpg,fake/fake_000341.jpg,real_000341.jpg,fake_000341.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_97.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:34.970654
000342,real/real_000342.jpg,fake/fake_000342.jpg,real_000342.jpg,fake_000342.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_38.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:35.011603
000343,real/real_000343.jpg,fake/fake_000343.jpg,real_000343.jpg,fake_000343.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_96.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:35.034332
000344,real/real_000344.jpg,fake/fake_000344.jpg,real_000344.jpg,fake_000344.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_39.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:35.261329
000345,real/real_000345.jpg,fake/fake_000345.jpg,real_000345.jpg,fake_000345.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_14.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:35.370124
000346,real/real_000346.jpg,fake/fake_000346.jpg,real_000346.jpg,fake_000346.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_183.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:35.403628
000347,real/real_000347.jpg,fake/fake_000347.jpg,real_000347.jpg,fake_000347.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_42.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:35.441759
000348,real/real_000348.jpg,fake/fake_000348.jpg,real_000348.jpg,fake_000348.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_47.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:35.469604
000349,real/real_000349.jpg,fake/fake_000349.jpg,real_000349.jpg,fake_000349.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_29.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:35.494183
000350,real/real_000350.jpg,fake/fake_000350.jpg,real_000350.jpg,fake_000350.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_148.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:35.519929
000351,real/real_000351.jpg,fake/fake_000351.jpg,real_000351.jpg,fake_000351.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_162.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:35.550735
000352,real/real_000352.jpg,fake/fake_000352.jpg,real_000352.jpg,fake_000352.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_61.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:35.587791
000353,real/real_000353.jpg,fake/fake_000353.jpg,real_000353.jpg,fake_000353.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_352.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:35.611920
000354,real/real_000354.jpg,fake/fake_000354.jpg,real_000354.jpg,fake_000354.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_81.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:35.633957
000355,real/real_000355.jpg,fake/fake_000355.jpg,real_000355.jpg,fake_000355.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_169.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:35.661831
000356,real/real_000356.jpg,fake/fake_000356.jpg,real_000356.jpg,fake_000356.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_410.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:35.692285
000357,real/real_000357.jpg,fake/fake_000357.jpg,real_000357.jpg,fake_000357.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_240.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:35.716787
000358,real/real_000358.jpg,fake/fake_000358.jpg,real_000358.jpg,fake_000358.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_149.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:35.817587
000359,real/real_000359.jpg,fake/fake_000359.jpg,real_000359.jpg,fake_000359.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_21.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:35.977989
000360,real/real_000360.jpg,fake/fake_000360.jpg,real_000360.jpg,fake_000360.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_138.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:36.002480
000361,real/real_000361.jpg,fake/fake_000361.jpg,real_000361.jpg,fake_000361.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_393.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:36.092668
000362,real/real_000362.jpg,fake/fake_000362.jpg,real_000362.jpg,fake_000362.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_172.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:36.188731
000363,real/real_000363.jpg,fake/fake_000363.jpg,real_000363.jpg,fake_000363.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_68.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:36.222940
000364,real/real_000364.jpg,fake/fake_000364.jpg,real_000364.jpg,fake_000364.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_130.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:36.269871
000365,real/real_000365.jpg,fake/fake_000365.jpg,real_000365.jpg,fake_000365.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_121.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:36.358663
000366,real/real_000366.jpg,fake/fake_000366.jpg,real_000366.jpg,fake_000366.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_95.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:36.381032
000367,real/real_000367.jpg,fake/fake_000367.jpg,real_000367.jpg,fake_000367.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_177.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:36.415347
000368,real/real_000368.jpg,fake/fake_000368.jpg,real_000368.jpg,fake_000368.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_165.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:36.442152
000369,real/real_000369.jpg,fake/fake_000369.jpg,real_000369.jpg,fake_000369.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_151.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:36.485826
000370,real/real_000370.jpg,fake/fake_000370.jpg,real_000370.jpg,fake_000370.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_49.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:36.533809
000371,real/real_000371.jpg,fake/fake_000371.jpg,real_000371.jpg,fake_000371.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_69.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:36.557412
000372,real/real_000372.jpg,fake/fake_000372.jpg,real_000372.jpg,fake_000372.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_17.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:36.584479
000373,real/real_000373.jpg,fake/fake_000373.jpg,real_000373.jpg,fake_000373.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_445.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:36.677092
000374,real/real_000374.jpg,fake/fake_000374.jpg,real_000374.jpg,fake_000374.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_235.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:36.726189
000375,real/real_000375.jpg,fake/fake_000375.jpg,real_000375.jpg,fake_000375.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_184.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:36.750740
000376,real/real_000376.jpg,fake/fake_000376.jpg,real_000376.jpg,fake_000376.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_52.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:36.773237
000377,real/real_000377.jpg,fake/fake_000377.jpg,real_000377.jpg,fake_000377.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_91.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:36.800190
000378,real/real_000378.jpg,fake/fake_000378.jpg,real_000378.jpg,fake_000378.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_60.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:36.825091
000379,real/real_000379.jpg,fake/fake_000379.jpg,real_000379.jpg,fake_000379.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_278.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:36.859275
000380,real/real_000380.jpg,fake/fake_000380.jpg,real_000380.jpg,fake_000380.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_72.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:36.883171
000381,real/real_000381.jpg,fake/fake_000381.jpg,real_000381.jpg,fake_000381.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_56.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:36.970088
000382,real/real_000382.jpg,fake/fake_000382.jpg,real_000382.jpg,fake_000382.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_22.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:36.999965
000383,real/real_000383.jpg,fake/fake_000383.jpg,real_000383.jpg,fake_000383.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_117.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:37.023412
000384,real/real_000384.jpg,fake/fake_000384.jpg,real_000384.jpg,fake_000384.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_55.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:37.045252
000385,real/real_000385.jpg,fake/fake_000385.jpg,real_000385.jpg,fake_000385.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_333.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:37.080227
000386,real/real_000386.jpg,fake/fake_000386.jpg,real_000386.jpg,fake_000386.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_76.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:37.181984
000387,real/real_000387.jpg,fake/fake_000387.jpg,real_000387.jpg,fake_000387.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_264.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:37.204425
000388,real/real_000388.jpg,fake/fake_000388.jpg,real_000388.jpg,fake_000388.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_111.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:37.226567
000389,real/real_000389.jpg,fake/fake_000389.jpg,real_000389.jpg,fake_000389.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_91.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:37.258762
000390,real/real_000390.jpg,fake/fake_000390.jpg,real_000390.jpg,fake_000390.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_50.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:37.361111
000391,real/real_000391.jpg,fake/fake_000391.jpg,real_000391.jpg,fake_000391.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_225.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:37.464485
000392,real/real_000392.jpg,fake/fake_000392.jpg,real_000392.jpg,fake_000392.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_93.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:37.502958
000393,real/real_000393.jpg,fake/fake_000393.jpg,real_000393.jpg,fake_000393.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_113.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:37.526369
000394,real/real_000394.jpg,fake/fake_000394.jpg,real_000394.jpg,fake_000394.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_341.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:37.558286
000395,real/real_000395.jpg,fake/fake_000395.jpg,real_000395.jpg,fake_000395.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_160.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:37.656124
000396,real/real_000396.jpg,fake/fake_000396.jpg,real_000396.jpg,fake_000396.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_130.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:37.679609
000397,real/real_000397.jpg,fake/fake_000397.jpg,real_000397.jpg,fake_000397.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_33.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:37.704335
000398,real/real_000398.jpg,fake/fake_000398.jpg,real_000398.jpg,fake_000398.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_127.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:37.731441
000399,real/real_000399.jpg,fake/fake_000399.jpg,real_000399.jpg,fake_000399.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_166.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:37.820470
000400,real/real_000400.jpg,fake/fake_000400.jpg,real_000400.jpg,fake_000400.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_96.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:37.860951
000401,real/real_000401.jpg,fake/fake_000401.jpg,real_000401.jpg,fake_000401.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_32.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:37.883615
000402,real/real_000402.jpg,fake/fake_000402.jpg,real_000402.jpg,fake_000402.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_75.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:37.909652
000403,real/real_000403.jpg,fake/fake_000403.jpg,real_000403.jpg,fake_000403.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_26.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:37.933155
000404,real/real_000404.jpg,fake/fake_000404.jpg,real_000404.jpg,fake_000404.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_190.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:37.954964
000405,real/real_000405.jpg,fake/fake_000405.jpg,real_000405.jpg,fake_000405.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_36.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:37.978672
000406,real/real_000406.jpg,fake/fake_000406.jpg,real_000406.jpg,fake_000406.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_79.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:38.015666
000407,real/real_000407.jpg,fake/fake_000407.jpg,real_000407.jpg,fake_000407.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_58.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:38.041768
000408,real/real_000408.jpg,fake/fake_000408.jpg,real_000408.jpg,fake_000408.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_254.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:38.065472
000409,real/real_000409.jpg,fake/fake_000409.jpg,real_000409.jpg,fake_000409.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_97.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:38.089221
000410,real/real_000410.jpg,fake/fake_000410.jpg,real_000410.jpg,fake_000410.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_5.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:38.126654
000411,real/real_000411.jpg,fake/fake_000411.jpg,real_000411.jpg,fake_000411.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_294.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:38.159952
000412,real/real_000412.jpg,fake/fake_000412.jpg,real_000412.jpg,fake_000412.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_103.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:38.199077
000413,real/real_000413.jpg,fake/fake_000413.jpg,real_000413.jpg,fake_000413.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_125.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:38.271263
000414,real/real_000414.jpg,fake/fake_000414.jpg,real_000414.jpg,fake_000414.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_107.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:38.408826
000415,real/real_000415.jpg,fake/fake_000415.jpg,real_000415.jpg,fake_000415.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_19.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:38.469343
000416,real/real_000416.jpg,fake/fake_000416.jpg,real_000416.jpg,fake_000416.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_79.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:38.522727
000417,real/real_000417.jpg,fake/fake_000417.jpg,real_000417.jpg,fake_000417.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_142.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:38.546842
000418,real/real_000418.jpg,fake/fake_000418.jpg,real_000418.jpg,fake_000418.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_66.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:38.573910
000419,real/real_000419.jpg,fake/fake_000419.jpg,real_000419.jpg,fake_000419.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_197.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:38.603035
000420,real/real_000420.jpg,fake/fake_000420.jpg,real_000420.jpg,fake_000420.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_48.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:38.649351
000421,real/real_000421.jpg,fake/fake_000421.jpg,real_000421.jpg,fake_000421.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_148.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:38.785810
000422,real/real_000422.jpg,fake/fake_000422.jpg,real_000422.jpg,fake_000422.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_63.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:38.926551
000423,real/real_000423.jpg,fake/fake_000423.jpg,real_000423.jpg,fake_000423.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_68.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:38.956325
000424,real/real_000424.jpg,fake/fake_000424.jpg,real_000424.jpg,fake_000424.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_23.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:38.978695
000425,real/real_000425.jpg,fake/fake_000425.jpg,real_000425.jpg,fake_000425.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_68.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:39.124262
000426,real/real_000426.jpg,fake/fake_000426.jpg,real_000426.jpg,fake_000426.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_116.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:39.256473
000427,real/real_000427.jpg,fake/fake_000427.jpg,real_000427.jpg,fake_000427.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_271.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:39.280913
000428,real/real_000428.jpg,fake/fake_000428.jpg,real_000428.jpg,fake_000428.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_193.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:39.309212
000429,real/real_000429.jpg,fake/fake_000429.jpg,real_000429.jpg,fake_000429.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_8.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:39.333491
000430,real/real_000430.jpg,fake/fake_000430.jpg,real_000430.jpg,fake_000430.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_144.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:39.381629
000431,real/real_000431.jpg,fake/fake_000431.jpg,real_000431.jpg,fake_000431.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_200.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:39.413698
000432,real/real_000432.jpg,fake/fake_000432.jpg,real_000432.jpg,fake_000432.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_123.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:39.440545
000433,real/real_000433.jpg,fake/fake_000433.jpg,real_000433.jpg,fake_000433.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_64.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:39.474923
000434,real/real_000434.jpg,fake/fake_000434.jpg,real_000434.jpg,fake_000434.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_164.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:39.629289
000435,real/real_000435.jpg,fake/fake_000435.jpg,real_000435.jpg,fake_000435.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_83.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:39.694211
000436,real/real_000436.jpg,fake/fake_000436.jpg,real_000436.jpg,fake_000436.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_12.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:39.720169
000437,real/real_000437.jpg,fake/fake_000437.jpg,real_000437.jpg,fake_000437.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_121.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:39.748987
000438,real/real_000438.jpg,fake/fake_000438.jpg,real_000438.jpg,fake_000438.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_90.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:39.792781
000439,real/real_000439.jpg,fake/fake_000439.jpg,real_000439.jpg,fake_000439.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_116.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:39.820422
000440,real/real_000440.jpg,fake/fake_000440.jpg,real_000440.jpg,fake_000440.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_16.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:39.859633
000441,real/real_000441.jpg,fake/fake_000441.jpg,real_000441.jpg,fake_000441.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_280.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:39.893793
000442,real/real_000442.jpg,fake/fake_000442.jpg,real_000442.jpg,fake_000442.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_161.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:39.951782
000443,real/real_000443.jpg,fake/fake_000443.jpg,real_000443.jpg,fake_000443.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_139.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:39.981564
000444,real/real_000444.jpg,fake/fake_000444.jpg,real_000444.jpg,fake_000444.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_24.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:40.164334
000445,real/real_000445.jpg,fake/fake_000445.jpg,real_000445.jpg,fake_000445.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_113.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:40.346399
000446,real/real_000446.jpg,fake/fake_000446.jpg,real_000446.jpg,fake_000446.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_86.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:40.398957
000447,real/real_000447.jpg,fake/fake_000447.jpg,real_000447.jpg,fake_000447.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_51.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:40.439878
000448,real/real_000448.jpg,fake/fake_000448.jpg,real_000448.jpg,fake_000448.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_16.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:40.499702
000449,real/real_000449.jpg,fake/fake_000449.jpg,real_000449.jpg,fake_000449.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_3.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:40.536799
000450,real/real_000450.jpg,fake/fake_000450.jpg,real_000450.jpg,fake_000450.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_168.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:40.591533
000451,real/real_000451.jpg,fake/fake_000451.jpg,real_000451.jpg,fake_000451.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_54.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:40.621976
000452,real/real_000452.jpg,fake/fake_000452.jpg,real_000452.jpg,fake_000452.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_82.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:40.755478
000453,real/real_000453.jpg,fake/fake_000453.jpg,real_000453.jpg,fake_000453.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_0.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:40.785626
000454,real/real_000454.jpg,fake/fake_000454.jpg,real_000454.jpg,fake_000454.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_69.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:40.926751
000455,real/real_000455.jpg,fake/fake_000455.jpg,real_000455.jpg,fake_000455.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_130.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:40.959845
000456,real/real_000456.jpg,fake/fake_000456.jpg,real_000456.jpg,fake_000456.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_48.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:41.012961
000457,real/real_000457.jpg,fake/fake_000457.jpg,real_000457.jpg,fake_000457.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_109.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:41.040555
000458,real/real_000458.jpg,fake/fake_000458.jpg,real_000458.jpg,fake_000458.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_112.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:41.068242
000459,real/real_000459.jpg,fake/fake_000459.jpg,real_000459.jpg,fake_000459.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_21.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:41.199271
000460,real/real_000460.jpg,fake/fake_000460.jpg,real_000460.jpg,fake_000460.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_54.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:41.271146
000461,real/real_000461.jpg,fake/fake_000461.jpg,real_000461.jpg,fake_000461.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_15.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:41.320688
000462,real/real_000462.jpg,fake/fake_000462.jpg,real_000462.jpg,fake_000462.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_273.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:41.355278
000463,real/real_000463.jpg,fake/fake_000463.jpg,real_000463.jpg,fake_000463.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_50.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:41.382269
000464,real/real_000464.jpg,fake/fake_000464.jpg,real_000464.jpg,fake_000464.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_140.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:41.423044
000465,real/real_000465.jpg,fake/fake_000465.jpg,real_000465.jpg,fake_000465.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_52.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:41.450052
000466,real/real_000466.jpg,fake/fake_000466.jpg,real_000466.jpg,fake_000466.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_150.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:41.503267
000467,real/real_000467.jpg,fake/fake_000467.jpg,real_000467.jpg,fake_000467.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_12.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:41.584558
000468,real/real_000468.jpg,fake/fake_000468.jpg,real_000468.jpg,fake_000468.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_337.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:41.614036
000469,real/real_000469.jpg,fake/fake_000469.jpg,real_000469.jpg,fake_000469.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_81.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:41.638712
000470,real/real_000470.jpg,fake/fake_000470.jpg,real_000470.jpg,fake_000470.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_194.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:41.745229
000471,real/real_000471.jpg,fake/fake_000471.jpg,real_000471.jpg,fake_000471.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_147.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:41.779502
000472,real/real_000472.jpg,fake/fake_000472.jpg,real_000472.jpg,fake_000472.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_390.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:41.810377
000473,real/real_000473.jpg,fake/fake_000473.jpg,real_000473.jpg,fake_000473.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_102.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:41.856060
000474,real/real_000474.jpg,fake/fake_000474.jpg,real_000474.jpg,fake_000474.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_131.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:41.879946
000475,real/real_000475.jpg,fake/fake_000475.jpg,real_000475.jpg,fake_000475.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_104.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:41.901828
000476,real/real_000476.jpg,fake/fake_000476.jpg,real_000476.jpg,fake_000476.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_24.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:41.930708
000477,real/real_000477.jpg,fake/fake_000477.jpg,real_000477.jpg,fake_000477.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_99.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:41.985508
000478,real/real_000478.jpg,fake/fake_000478.jpg,real_000478.jpg,fake_000478.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_26.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:42.072850
000479,real/real_000479.jpg,fake/fake_000479.jpg,real_000479.jpg,fake_000479.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_180.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:42.100712
000480,real/real_000480.jpg,fake/fake_000480.jpg,real_000480.jpg,fake_000480.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_152.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:42.130701
000481,real/real_000481.jpg,fake/fake_000481.jpg,real_000481.jpg,fake_000481.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_215.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:42.164924
000482,real/real_000482.jpg,fake/fake_000482.jpg,real_000482.jpg,fake_000482.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_147.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:42.256285
000483,real/real_000483.jpg,fake/fake_000483.jpg,real_000483.jpg,fake_000483.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_108.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:42.281798
000484,real/real_000484.jpg,fake/fake_000484.jpg,real_000484.jpg,fake_000484.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_25.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:42.304731
000485,real/real_000485.jpg,fake/fake_000485.jpg,real_000485.jpg,fake_000485.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_219.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:42.329557
000486,real/real_000486.jpg,fake/fake_000486.jpg,real_000486.jpg,fake_000486.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_92.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:42.435545
000487,real/real_000487.jpg,fake/fake_000487.jpg,real_000487.jpg,fake_000487.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_64.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:42.461440
000488,real/real_000488.jpg,fake/fake_000488.jpg,real_000488.jpg,fake_000488.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_0.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:42.484838
000489,real/real_000489.jpg,fake/fake_000489.jpg,real_000489.jpg,fake_000489.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_7.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:42.579723
000490,real/real_000490.jpg,fake/fake_000490.jpg,real_000490.jpg,fake_000490.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_87.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:42.674603
000491,real/real_000491.jpg,fake/fake_000491.jpg,real_000491.jpg,fake_000491.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_137.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:42.780524
000492,real/real_000492.jpg,fake/fake_000492.jpg,real_000492.jpg,fake_000492.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_82.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:42.885304
000493,real/real_000493.jpg,fake/fake_000493.jpg,real_000493.jpg,fake_000493.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_98.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:42.979323
000494,real/real_000494.jpg,fake/fake_000494.jpg,real_000494.jpg,fake_000494.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_395.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:43.003053
000495,real/real_000495.jpg,fake/fake_000495.jpg,real_000495.jpg,fake_000495.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_153.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:43.026282
000496,real/real_000496.jpg,fake/fake_000496.jpg,real_000496.jpg,fake_000496.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_41.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:43.070986
000497,real/real_000497.jpg,fake/fake_000497.jpg,real_000497.jpg,fake_000497.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_14.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:43.106599
000498,real/real_000498.jpg,fake/fake_000498.jpg,real_000498.jpg,fake_000498.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_64.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:43.197310
000499,real/real_000499.jpg,fake/fake_000499.jpg,real_000499.jpg,fake_000499.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_162.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:43.230170
000500,real/real_000500.jpg,fake/fake_000500.jpg,real_000500.jpg,fake_000500.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_38.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:43.260872
000501,real/real_000501.jpg,fake/fake_000501.jpg,real_000501.jpg,fake_000501.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_112.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:43.283391
000502,real/real_000502.jpg,fake/fake_000502.jpg,real_000502.jpg,fake_000502.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_59.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:43.321130
000503,real/real_000503.jpg,fake/fake_000503.jpg,real_000503.jpg,fake_000503.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_202.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:43.410100
000504,real/real_000504.jpg,fake/fake_000504.jpg,real_000504.jpg,fake_000504.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_62.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:43.503011
000505,real/real_000505.jpg,fake/fake_000505.jpg,real_000505.jpg,fake_000505.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_14.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:43.531534
000506,real/real_000506.jpg,fake/fake_000506.jpg,real_000506.jpg,fake_000506.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_149.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:43.552991
000507,real/real_000507.jpg,fake/fake_000507.jpg,real_000507.jpg,fake_000507.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_28.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:43.606295
000508,real/real_000508.jpg,fake/fake_000508.jpg,real_000508.jpg,fake_000508.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_48.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:43.632055
000509,real/real_000509.jpg,fake/fake_000509.jpg,real_000509.jpg,fake_000509.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_150.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:43.653674
000510,real/real_000510.jpg,fake/fake_000510.jpg,real_000510.jpg,fake_000510.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_76.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:43.759075
000511,real/real_000511.jpg,fake/fake_000511.jpg,real_000511.jpg,fake_000511.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_194.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:43.849723
000512,real/real_000512.jpg,fake/fake_000512.jpg,real_000512.jpg,fake_000512.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_139.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:43.871722
000513,real/real_000513.jpg,fake/fake_000513.jpg,real_000513.jpg,fake_000513.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_113.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:43.916370
000514,real/real_000514.jpg,fake/fake_000514.jpg,real_000514.jpg,fake_000514.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_183.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:43.940007
000515,real/real_000515.jpg,fake/fake_000515.jpg,real_000515.jpg,fake_000515.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_25.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:43.983140
000516,real/real_000516.jpg,fake/fake_000516.jpg,real_000516.jpg,fake_000516.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_288.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:44.010269
000517,real/real_000517.jpg,fake/fake_000517.jpg,real_000517.jpg,fake_000517.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_105.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:44.032551
000518,real/real_000518.jpg,fake/fake_000518.jpg,real_000518.jpg,fake_000518.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_170.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:44.073841
000519,real/real_000519.jpg,fake/fake_000519.jpg,real_000519.jpg,fake_000519.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_136.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:44.096176
000520,real/real_000520.jpg,fake/fake_000520.jpg,real_000520.jpg,fake_000520.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_56.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:44.126596
000521,real/real_000521.jpg,fake/fake_000521.jpg,real_000521.jpg,fake_000521.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_133.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:44.151684
000522,real/real_000522.jpg,fake/fake_000522.jpg,real_000522.jpg,fake_000522.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_102.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:44.178971
000523,real/real_000523.jpg,fake/fake_000523.jpg,real_000523.jpg,fake_000523.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_73.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:44.211677
000524,real/real_000524.jpg,fake/fake_000524.jpg,real_000524.jpg,fake_000524.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_64.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:44.309537
000525,real/real_000525.jpg,fake/fake_000525.jpg,real_000525.jpg,fake_000525.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_3.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:44.343370
000526,real/real_000526.jpg,fake/fake_000526.jpg,real_000526.jpg,fake_000526.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_41.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:44.366489
000527,real/real_000527.jpg,fake/fake_000527.jpg,real_000527.jpg,fake_000527.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_164.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:44.456828
000528,real/real_000528.jpg,fake/fake_000528.jpg,real_000528.jpg,fake_000528.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_2.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:44.516759
000529,real/real_000529.jpg,fake/fake_000529.jpg,real_000529.jpg,fake_000529.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_159.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:44.549873
000530,real/real_000530.jpg,fake/fake_000530.jpg,real_000530.jpg,fake_000530.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_6.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:44.574661
000531,real/real_000531.jpg,fake/fake_000531.jpg,real_000531.jpg,fake_000531.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_151.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:44.603017
000532,real/real_000532.jpg,fake/fake_000532.jpg,real_000532.jpg,fake_000532.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_98.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:44.701256
000533,real/real_000533.jpg,fake/fake_000533.jpg,real_000533.jpg,fake_000533.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_443.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:44.742617
000534,real/real_000534.jpg,fake/fake_000534.jpg,real_000534.jpg,fake_000534.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_82.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:44.849447
000535,real/real_000535.jpg,fake/fake_000535.jpg,real_000535.jpg,fake_000535.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_351.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:44.873146
000536,real/real_000536.jpg,fake/fake_000536.jpg,real_000536.jpg,fake_000536.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_89.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:44.911089
000537,real/real_000537.jpg,fake/fake_000537.jpg,real_000537.jpg,fake_000537.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_50.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:44.944251
000538,real/real_000538.jpg,fake/fake_000538.jpg,real_000538.jpg,fake_000538.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_2.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:44.977604
000539,real/real_000539.jpg,fake/fake_000539.jpg,real_000539.jpg,fake_000539.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_67.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:45.005080
000540,real/real_000540.jpg,fake/fake_000540.jpg,real_000540.jpg,fake_000540.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_117.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:45.031059
000541,real/real_000541.jpg,fake/fake_000541.jpg,real_000541.jpg,fake_000541.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_48.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:45.054007
000542,real/real_000542.jpg,fake/fake_000542.jpg,real_000542.jpg,fake_000542.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_1.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:45.088896
000543,real/real_000543.jpg,fake/fake_000543.jpg,real_000543.jpg,fake_000543.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_337.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:45.115535
000544,real/real_000544.jpg,fake/fake_000544.jpg,real_000544.jpg,fake_000544.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_89.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:45.208905
000545,real/real_000545.jpg,fake/fake_000545.jpg,real_000545.jpg,fake_000545.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_157.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:45.239729
000546,real/real_000546.jpg,fake/fake_000546.jpg,real_000546.jpg,fake_000546.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_158.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:45.264591
000547,real/real_000547.jpg,fake/fake_000547.jpg,real_000547.jpg,fake_000547.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_182.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:45.371555
000548,real/real_000548.jpg,fake/fake_000548.jpg,real_000548.jpg,fake_000548.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_85.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:45.408433
000549,real/real_000549.jpg,fake/fake_000549.jpg,real_000549.jpg,fake_000549.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_222.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:45.434929
000550,real/real_000550.jpg,fake/fake_000550.jpg,real_000550.jpg,fake_000550.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_33.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:45.524623
000551,real/real_000551.jpg,fake/fake_000551.jpg,real_000551.jpg,fake_000551.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_250.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:45.548370
000552,real/real_000552.jpg,fake/fake_000552.jpg,real_000552.jpg,fake_000552.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_115.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:45.587651
000553,real/real_000553.jpg,fake/fake_000553.jpg,real_000553.jpg,fake_000553.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_19.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:45.677792
000554,real/real_000554.jpg,fake/fake_000554.jpg,real_000554.jpg,fake_000554.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_136.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:45.701093
000555,real/real_000555.jpg,fake/fake_000555.jpg,real_000555.jpg,fake_000555.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_189.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:45.730958
000556,real/real_000556.jpg,fake/fake_000556.jpg,real_000556.jpg,fake_000556.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_30.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:45.753559
000557,real/real_000557.jpg,fake/fake_000557.jpg,real_000557.jpg,fake_000557.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_126.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:45.790686
000558,real/real_000558.jpg,fake/fake_000558.jpg,real_000558.jpg,fake_000558.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_35.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:45.819086
000559,real/real_000559.jpg,fake/fake_000559.jpg,real_000559.jpg,fake_000559.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_126.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:45.853236
000560,real/real_000560.jpg,fake/fake_000560.jpg,real_000560.jpg,fake_000560.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_15.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:45.882410
000561,real/real_000561.jpg,fake/fake_000561.jpg,real_000561.jpg,fake_000561.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_286.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:45.907700
000562,real/real_000562.jpg,fake/fake_000562.jpg,real_000562.jpg,fake_000562.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_244.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:45.942128
000563,real/real_000563.jpg,fake/fake_000563.jpg,real_000563.jpg,fake_000563.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_101.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:46.044405
000564,real/real_000564.jpg,fake/fake_000564.jpg,real_000564.jpg,fake_000564.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_241.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:46.067826
000565,real/real_000565.jpg,fake/fake_000565.jpg,real_000565.jpg,fake_000565.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_207.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:46.097038
000566,real/real_000566.jpg,fake/fake_000566.jpg,real_000566.jpg,fake_000566.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_147.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:46.154051
000567,real/real_000567.jpg,fake/fake_000567.jpg,real_000567.jpg,fake_000567.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_16.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:46.191208
000568,real/real_000568.jpg,fake/fake_000568.jpg,real_000568.jpg,fake_000568.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_140.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:46.213206
000569,real/real_000569.jpg,fake/fake_000569.jpg,real_000569.jpg,fake_000569.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_107.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:46.239499
000570,real/real_000570.jpg,fake/fake_000570.jpg,real_000570.jpg,fake_000570.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_74.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:46.282745
000571,real/real_000571.jpg,fake/fake_000571.jpg,real_000571.jpg,fake_000571.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_186.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:46.371265
000572,real/real_000572.jpg,fake/fake_000572.jpg,real_000572.jpg,fake_000572.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_80.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:46.425159
000573,real/real_000573.jpg,fake/fake_000573.jpg,real_000573.jpg,fake_000573.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_24.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:46.449954
000574,real/real_000574.jpg,fake/fake_000574.jpg,real_000574.jpg,fake_000574.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_125.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:46.471255
000575,real/real_000575.jpg,fake/fake_000575.jpg,real_000575.jpg,fake_000575.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_66.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:46.513904
000576,real/real_000576.jpg,fake/fake_000576.jpg,real_000576.jpg,fake_000576.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_85.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:46.545029
000577,real/real_000577.jpg,fake/fake_000577.jpg,real_000577.jpg,fake_000577.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_270.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:46.567787
000578,real/real_000578.jpg,fake/fake_000578.jpg,real_000578.jpg,fake_000578.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_46.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:46.602737
000579,real/real_000579.jpg,fake/fake_000579.jpg,real_000579.jpg,fake_000579.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_124.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:46.648790
000580,real/real_000580.jpg,fake/fake_000580.jpg,real_000580.jpg,fake_000580.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_220.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:46.744593
000581,real/real_000581.jpg,fake/fake_000581.jpg,real_000581.jpg,fake_000581.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_135.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:46.841829
000582,real/real_000582.jpg,fake/fake_000582.jpg,real_000582.jpg,fake_000582.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_437.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:46.868223
000583,real/real_000583.jpg,fake/fake_000583.jpg,real_000583.jpg,fake_000583.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_22.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:46.911540
000584,real/real_000584.jpg,fake/fake_000584.jpg,real_000584.jpg,fake_000584.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_22.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:46.956957
000585,real/real_000585.jpg,fake/fake_000585.jpg,real_000585.jpg,fake_000585.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_278.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:46.984955
000586,real/real_000586.jpg,fake/fake_000586.jpg,real_000586.jpg,fake_000586.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_148.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:47.073602
000587,real/real_000587.jpg,fake/fake_000587.jpg,real_000587.jpg,fake_000587.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_204.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:47.107943
000588,real/real_000588.jpg,fake/fake_000588.jpg,real_000588.jpg,fake_000588.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_160.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:47.145158
000589,real/real_000589.jpg,fake/fake_000589.jpg,real_000589.jpg,fake_000589.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_17.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:47.171035
000590,real/real_000590.jpg,fake/fake_000590.jpg,real_000590.jpg,fake_000590.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_13.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:47.195188
000591,real/real_000591.jpg,fake/fake_000591.jpg,real_000591.jpg,fake_000591.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_259.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:47.230732
000592,real/real_000592.jpg,fake/fake_000592.jpg,real_000592.jpg,fake_000592.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_338.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:47.319221
000593,real/real_000593.jpg,fake/fake_000593.jpg,real_000593.jpg,fake_000593.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_27.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:47.432488
000594,real/real_000594.jpg,fake/fake_000594.jpg,real_000594.jpg,fake_000594.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_25.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:47.462866
000595,real/real_000595.jpg,fake/fake_000595.jpg,real_000595.jpg,fake_000595.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_142.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:47.485399
000596,real/real_000596.jpg,fake/fake_000596.jpg,real_000596.jpg,fake_000596.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_119.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:47.511974
000597,real/real_000597.jpg,fake/fake_000597.jpg,real_000597.jpg,fake_000597.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_66.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:47.538183
000598,real/real_000598.jpg,fake/fake_000598.jpg,real_000598.jpg,fake_000598.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_30.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:47.573977
000599,real/real_000599.jpg,fake/fake_000599.jpg,real_000599.jpg,fake_000599.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_13.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:47.596405
000600,real/real_000600.jpg,fake/fake_000600.jpg,real_000600.jpg,fake_000600.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_85.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:47.623567
000601,real/real_000601.jpg,fake/fake_000601.jpg,real_000601.jpg,fake_000601.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_32.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:47.710539
000602,real/real_000602.jpg,fake/fake_000602.jpg,real_000602.jpg,fake_000602.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_24.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:47.733629
000603,real/real_000603.jpg,fake/fake_000603.jpg,real_000603.jpg,fake_000603.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_142.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:47.828759
000604,real/real_000604.jpg,fake/fake_000604.jpg,real_000604.jpg,fake_000604.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_119.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:47.864794
000605,real/real_000605.jpg,fake/fake_000605.jpg,real_000605.jpg,fake_000605.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_124.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:47.896325
000606,real/real_000606.jpg,fake/fake_000606.jpg,real_000606.jpg,fake_000606.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_0.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:47.926487
000607,real/real_000607.jpg,fake/fake_000607.jpg,real_000607.jpg,fake_000607.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_74.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:47.951827
000608,real/real_000608.jpg,fake/fake_000608.jpg,real_000608.jpg,fake_000608.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_101.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:47.978423
000609,real/real_000609.jpg,fake/fake_000609.jpg,real_000609.jpg,fake_000609.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_54.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:48.013891
000610,real/real_000610.jpg,fake/fake_000610.jpg,real_000610.jpg,fake_000610.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_281.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:48.104784
000611,real/real_000611.jpg,fake/fake_000611.jpg,real_000611.jpg,fake_000611.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_131.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:48.133962
000612,real/real_000612.jpg,fake/fake_000612.jpg,real_000612.jpg,fake_000612.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_275.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:48.165476
000613,real/real_000613.jpg,fake/fake_000613.jpg,real_000613.jpg,fake_000613.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_215.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:48.195176
000614,real/real_000614.jpg,fake/fake_000614.jpg,real_000614.jpg,fake_000614.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_101.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:48.280629
000615,real/real_000615.jpg,fake/fake_000615.jpg,real_000615.jpg,fake_000615.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_20.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:48.338845
000616,real/real_000616.jpg,fake/fake_000616.jpg,real_000616.jpg,fake_000616.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_159.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:48.359913
000617,real/real_000617.jpg,fake/fake_000617.jpg,real_000617.jpg,fake_000617.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_64.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:48.382945
000618,real/real_000618.jpg,fake/fake_000618.jpg,real_000618.jpg,fake_000618.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_44.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:48.471048
000619,real/real_000619.jpg,fake/fake_000619.jpg,real_000619.jpg,fake_000619.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_181.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:48.566827
000620,real/real_000620.jpg,fake/fake_000620.jpg,real_000620.jpg,fake_000620.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_195.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:48.614722
000621,real/real_000621.jpg,fake/fake_000621.jpg,real_000621.jpg,fake_000621.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_146.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:48.638423
000622,real/real_000622.jpg,fake/fake_000622.jpg,real_000622.jpg,fake_000622.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_35.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:48.664776
000623,real/real_000623.jpg,fake/fake_000623.jpg,real_000623.jpg,fake_000623.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_148.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:48.687949
000624,real/real_000624.jpg,fake/fake_000624.jpg,real_000624.jpg,fake_000624.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_58.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:48.716583
000625,real/real_000625.jpg,fake/fake_000625.jpg,real_000625.jpg,fake_000625.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_111.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:48.754599
000626,real/real_000626.jpg,fake/fake_000626.jpg,real_000626.jpg,fake_000626.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_68.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:48.781686
000627,real/real_000627.jpg,fake/fake_000627.jpg,real_000627.jpg,fake_000627.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_103.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:48.806317
000628,real/real_000628.jpg,fake/fake_000628.jpg,real_000628.jpg,fake_000628.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_112.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:48.834401
000629,real/real_000629.jpg,fake/fake_000629.jpg,real_000629.jpg,fake_000629.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_123.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:48.861933
000630,real/real_000630.jpg,fake/fake_000630.jpg,real_000630.jpg,fake_000630.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_166.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:48.896039
000631,real/real_000631.jpg,fake/fake_000631.jpg,real_000631.jpg,fake_000631.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_110.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:48.984684
000632,real/real_000632.jpg,fake/fake_000632.jpg,real_000632.jpg,fake_000632.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_106.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:49.029120
000633,real/real_000633.jpg,fake/fake_000633.jpg,real_000633.jpg,fake_000633.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_78.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:49.065075
000634,real/real_000634.jpg,fake/fake_000634.jpg,real_000634.jpg,fake_000634.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_140.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:49.092130
000635,real/real_000635.jpg,fake/fake_000635.jpg,real_000635.jpg,fake_000635.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_140.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:49.115600
000636,real/real_000636.jpg,fake/fake_000636.jpg,real_000636.jpg,fake_000636.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_21.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:49.156555
000637,real/real_000637.jpg,fake/fake_000637.jpg,real_000637.jpg,fake_000637.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_134.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:49.187331
000638,real/real_000638.jpg,fake/fake_000638.jpg,real_000638.jpg,fake_000638.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_214.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:49.273539
000639,real/real_000639.jpg,fake/fake_000639.jpg,real_000639.jpg,fake_000639.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_120.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:49.297647
000640,real/real_000640.jpg,fake/fake_000640.jpg,real_000640.jpg,fake_000640.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_64.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:49.324109
000641,real/real_000641.jpg,fake/fake_000641.jpg,real_000641.jpg,fake_000641.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_146.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:49.364491
000642,real/real_000642.jpg,fake/fake_000642.jpg,real_000642.jpg,fake_000642.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_48.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:49.396492
000643,real/real_000643.jpg,fake/fake_000643.jpg,real_000643.jpg,fake_000643.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_102.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:49.441797
000644,real/real_000644.jpg,fake/fake_000644.jpg,real_000644.jpg,fake_000644.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_222.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:49.466529
000645,real/real_000645.jpg,fake/fake_000645.jpg,real_000645.jpg,fake_000645.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_70.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:49.557372
000646,real/real_000646.jpg,fake/fake_000646.jpg,real_000646.jpg,fake_000646.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_193.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:49.652980
000647,real/real_000647.jpg,fake/fake_000647.jpg,real_000647.jpg,fake_000647.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_45.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:49.679475
000648,real/real_000648.jpg,fake/fake_000648.jpg,real_000648.jpg,fake_000648.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_60.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:49.707348
000649,real/real_000649.jpg,fake/fake_000649.jpg,real_000649.jpg,fake_000649.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_148.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:49.794249
000650,real/real_000650.jpg,fake/fake_000650.jpg,real_000650.jpg,fake_000650.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_65.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:49.824968
000651,real/real_000651.jpg,fake/fake_000651.jpg,real_000651.jpg,fake_000651.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_181.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:49.923980
000652,real/real_000652.jpg,fake/fake_000652.jpg,real_000652.jpg,fake_000652.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_183.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:49.961983
000653,real/real_000653.jpg,fake/fake_000653.jpg,real_000653.jpg,fake_000653.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_49.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:49.992764
000654,real/real_000654.jpg,fake/fake_000654.jpg,real_000654.jpg,fake_000654.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_158.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:50.018557
000655,real/real_000655.jpg,fake/fake_000655.jpg,real_000655.jpg,fake_000655.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_150.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:50.040440
000656,real/real_000656.jpg,fake/fake_000656.jpg,real_000656.jpg,fake_000656.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_43.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:50.132327
000657,real/real_000657.jpg,fake/fake_000657.jpg,real_000657.jpg,fake_000657.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_30.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:50.182078
000658,real/real_000658.jpg,fake/fake_000658.jpg,real_000658.jpg,fake_000658.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_220.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:50.207938
000659,real/real_000659.jpg,fake/fake_000659.jpg,real_000659.jpg,fake_000659.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_113.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:50.231600
000660,real/real_000660.jpg,fake/fake_000660.jpg,real_000660.jpg,fake_000660.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_20.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:50.255364
000661,real/real_000661.jpg,fake/fake_000661.jpg,real_000661.jpg,fake_000661.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_182.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:50.285936
000662,real/real_000662.jpg,fake/fake_000662.jpg,real_000662.jpg,fake_000662.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_62.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:50.348114
000663,real/real_000663.jpg,fake/fake_000663.jpg,real_000663.jpg,fake_000663.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_194.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:50.374068
000664,real/real_000664.jpg,fake/fake_000664.jpg,real_000664.jpg,fake_000664.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_33.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:50.408110
000665,real/real_000665.jpg,fake/fake_000665.jpg,real_000665.jpg,fake_000665.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_99.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:50.433956
000666,real/real_000666.jpg,fake/fake_000666.jpg,real_000666.jpg,fake_000666.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_197.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:50.464725
000667,real/real_000667.jpg,fake/fake_000667.jpg,real_000667.jpg,fake_000667.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_116.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:50.502065
000668,real/real_000668.jpg,fake/fake_000668.jpg,real_000668.jpg,fake_000668.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_12.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:50.528411
000669,real/real_000669.jpg,fake/fake_000669.jpg,real_000669.jpg,fake_000669.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_157.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:50.560902
000670,real/real_000670.jpg,fake/fake_000670.jpg,real_000670.jpg,fake_000670.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_68.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:50.597307
000671,real/real_000671.jpg,fake/fake_000671.jpg,real_000671.jpg,fake_000671.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_146.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:50.624686
000672,real/real_000672.jpg,fake/fake_000672.jpg,real_000672.jpg,fake_000672.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_43.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:50.669581
000673,real/real_000673.jpg,fake/fake_000673.jpg,real_000673.jpg,fake_000673.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_124.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:50.696335
000674,real/real_000674.jpg,fake/fake_000674.jpg,real_000674.jpg,fake_000674.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_190.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:50.719725
000675,real/real_000675.jpg,fake/fake_000675.jpg,real_000675.jpg,fake_000675.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_122.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:50.742645
000676,real/real_000676.jpg,fake/fake_000676.jpg,real_000676.jpg,fake_000676.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_39.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:50.771430
000677,real/real_000677.jpg,fake/fake_000677.jpg,real_000677.jpg,fake_000677.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_182.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:50.872175
000678,real/real_000678.jpg,fake/fake_000678.jpg,real_000678.jpg,fake_000678.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_58.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:50.971671
000679,real/real_000679.jpg,fake/fake_000679.jpg,real_000679.jpg,fake_000679.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_13.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:50.999418
000680,real/real_000680.jpg,fake/fake_000680.jpg,real_000680.jpg,fake_000680.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_285.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:51.022955
000681,real/real_000681.jpg,fake/fake_000681.jpg,real_000681.jpg,fake_000681.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_164.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:51.047690
000682,real/real_000682.jpg,fake/fake_000682.jpg,real_000682.jpg,fake_000682.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_79.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:51.070010
000683,real/real_000683.jpg,fake/fake_000683.jpg,real_000683.jpg,fake_000683.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_41.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:51.135817
000684,real/real_000684.jpg,fake/fake_000684.jpg,real_000684.jpg,fake_000684.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_51.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:51.233333
000685,real/real_000685.jpg,fake/fake_000685.jpg,real_000685.jpg,fake_000685.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_80.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:51.327032
000686,real/real_000686.jpg,fake/fake_000686.jpg,real_000686.jpg,fake_000686.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_99.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:51.418808
000687,real/real_000687.jpg,fake/fake_000687.jpg,real_000687.jpg,fake_000687.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_7.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:51.449826
000688,real/real_000688.jpg,fake/fake_000688.jpg,real_000688.jpg,fake_000688.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_45.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:51.486489
000689,real/real_000689.jpg,fake/fake_000689.jpg,real_000689.jpg,fake_000689.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_53.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:51.511349
000690,real/real_000690.jpg,fake/fake_000690.jpg,real_000690.jpg,fake_000690.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_151.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:51.601304
000691,real/real_000691.jpg,fake/fake_000691.jpg,real_000691.jpg,fake_000691.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_147.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:51.640620
000692,real/real_000692.jpg,fake/fake_000692.jpg,real_000692.jpg,fake_000692.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_157.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:51.825218
000693,real/real_000693.jpg,fake/fake_000693.jpg,real_000693.jpg,fake_000693.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_4.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:51.864103
000694,real/real_000694.jpg,fake/fake_000694.jpg,real_000694.jpg,fake_000694.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_97.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:51.935164
000695,real/real_000695.jpg,fake/fake_000695.jpg,real_000695.jpg,fake_000695.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_47.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:51.971256
000696,real/real_000696.jpg,fake/fake_000696.jpg,real_000696.jpg,fake_000696.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_344.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:52.122308
000697,real/real_000697.jpg,fake/fake_000697.jpg,real_000697.jpg,fake_000697.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_117.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:52.159911
000698,real/real_000698.jpg,fake/fake_000698.jpg,real_000698.jpg,fake_000698.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_3.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:52.338251
000699,real/real_000699.jpg,fake/fake_000699.jpg,real_000699.jpg,fake_000699.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_121.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:52.479809
000700,real/real_000700.jpg,fake/fake_000700.jpg,real_000700.jpg,fake_000700.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_23.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:52.523743
000701,real/real_000701.jpg,fake/fake_000701.jpg,real_000701.jpg,fake_000701.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_80.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:52.679090
000702,real/real_000702.jpg,fake/fake_000702.jpg,real_000702.jpg,fake_000702.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_70.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:52.813033
000703,real/real_000703.jpg,fake/fake_000703.jpg,real_000703.jpg,fake_000703.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_92.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:52.898889
000704,real/real_000704.jpg,fake/fake_000704.jpg,real_000704.jpg,fake_000704.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_104.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:52.938905
000705,real/real_000705.jpg,fake/fake_000705.jpg,real_000705.jpg,fake_000705.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_27.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:53.037164
000706,real/real_000706.jpg,fake/fake_000706.jpg,real_000706.jpg,fake_000706.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_113.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:53.088819
000707,real/real_000707.jpg,fake/fake_000707.jpg,real_000707.jpg,fake_000707.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_54.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:53.131065
000708,real/real_000708.jpg,fake/fake_000708.jpg,real_000708.jpg,fake_000708.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_110.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:53.164655
000709,real/real_000709.jpg,fake/fake_000709.jpg,real_000709.jpg,fake_000709.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_72.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:53.222230
000710,real/real_000710.jpg,fake/fake_000710.jpg,real_000710.jpg,fake_000710.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_436.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:53.297491
000711,real/real_000711.jpg,fake/fake_000711.jpg,real_000711.jpg,fake_000711.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_90.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:53.563997
000712,real/real_000712.jpg,fake/fake_000712.jpg,real_000712.jpg,fake_000712.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_343.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:53.594618
000713,real/real_000713.jpg,fake/fake_000713.jpg,real_000713.jpg,fake_000713.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_153.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:53.645800
000714,real/real_000714.jpg,fake/fake_000714.jpg,real_000714.jpg,fake_000714.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_417.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:53.672238
000715,real/real_000715.jpg,fake/fake_000715.jpg,real_000715.jpg,fake_000715.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_34.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:53.719262
000716,real/real_000716.jpg,fake/fake_000716.jpg,real_000716.jpg,fake_000716.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_152.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:53.758424
000717,real/real_000717.jpg,fake/fake_000717.jpg,real_000717.jpg,fake_000717.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_268.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:53.895754
000718,real/real_000718.jpg,fake/fake_000718.jpg,real_000718.jpg,fake_000718.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_29.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:53.954732
000719,real/real_000719.jpg,fake/fake_000719.jpg,real_000719.jpg,fake_000719.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_34.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:53.990868
000720,real/real_000720.jpg,fake/fake_000720.jpg,real_000720.jpg,fake_000720.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_18.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:54.113649
000721,real/real_000721.jpg,fake/fake_000721.jpg,real_000721.jpg,fake_000721.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_63.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:54.313581
000722,real/real_000722.jpg,fake/fake_000722.jpg,real_000722.jpg,fake_000722.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_107.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:54.443285
000723,real/real_000723.jpg,fake/fake_000723.jpg,real_000723.jpg,fake_000723.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_181.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:54.608597
000724,real/real_000724.jpg,fake/fake_000724.jpg,real_000724.jpg,fake_000724.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_8.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:54.669202
000725,real/real_000725.jpg,fake/fake_000725.jpg,real_000725.jpg,fake_000725.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_17.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:54.843994
000726,real/real_000726.jpg,fake/fake_000726.jpg,real_000726.jpg,fake_000726.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_19.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:54.909227
000727,real/real_000727.jpg,fake/fake_000727.jpg,real_000727.jpg,fake_000727.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_178.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:54.950445
000728,real/real_000728.jpg,fake/fake_000728.jpg,real_000728.jpg,fake_000728.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_14.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:55.079075
000729,real/real_000729.jpg,fake/fake_000729.jpg,real_000729.jpg,fake_000729.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_285.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:55.186610
000730,real/real_000730.jpg,fake/fake_000730.jpg,real_000730.jpg,fake_000730.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_168.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:55.260505
000731,real/real_000731.jpg,fake/fake_000731.jpg,real_000731.jpg,fake_000731.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_164.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:55.304065
000732,real/real_000732.jpg,fake/fake_000732.jpg,real_000732.jpg,fake_000732.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_196.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:55.341390
000733,real/real_000733.jpg,fake/fake_000733.jpg,real_000733.jpg,fake_000733.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_155.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:55.520919
000734,real/real_000734.jpg,fake/fake_000734.jpg,real_000734.jpg,fake_000734.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_166.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:55.559068
000735,real/real_000735.jpg,fake/fake_000735.jpg,real_000735.jpg,fake_000735.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_5.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:55.604869
000736,real/real_000736.jpg,fake/fake_000736.jpg,real_000736.jpg,fake_000736.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_457.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:55.643581
000737,real/real_000737.jpg,fake/fake_000737.jpg,real_000737.jpg,fake_000737.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_15.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:55.691048
000738,real/real_000738.jpg,fake/fake_000738.jpg,real_000738.jpg,fake_000738.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_33.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:55.713369
000739,real/real_000739.jpg,fake/fake_000739.jpg,real_000739.jpg,fake_000739.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_94.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:55.749395
000740,real/real_000740.jpg,fake/fake_000740.jpg,real_000740.jpg,fake_000740.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_93.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:55.772753
000741,real/real_000741.jpg,fake/fake_000741.jpg,real_000741.jpg,fake_000741.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_382.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:55.792793
000742,real/real_000742.jpg,fake/fake_000742.jpg,real_000742.jpg,fake_000742.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_155.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:55.818122
000743,real/real_000743.jpg,fake/fake_000743.jpg,real_000743.jpg,fake_000743.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_383.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:55.839428
000744,real/real_000744.jpg,fake/fake_000744.jpg,real_000744.jpg,fake_000744.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_147.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:55.864907
000745,real/real_000745.jpg,fake/fake_000745.jpg,real_000745.jpg,fake_000745.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_119.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:55.905704
000746,real/real_000746.jpg,fake/fake_000746.jpg,real_000746.jpg,fake_000746.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_92.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:55.930541
000747,real/real_000747.jpg,fake/fake_000747.jpg,real_000747.jpg,fake_000747.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_39.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:55.955657
000748,real/real_000748.jpg,fake/fake_000748.jpg,real_000748.jpg,fake_000748.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_180.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:56.002516
000749,real/real_000749.jpg,fake/fake_000749.jpg,real_000749.jpg,fake_000749.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_157.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:56.075571
000750,real/real_000750.jpg,fake/fake_000750.jpg,real_000750.jpg,fake_000750.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_49.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:56.170879
000751,real/real_000751.jpg,fake/fake_000751.jpg,real_000751.jpg,fake_000751.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_125.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:56.197840
000752,real/real_000752.jpg,fake/fake_000752.jpg,real_000752.jpg,fake_000752.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_124.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:56.231003
000753,real/real_000753.jpg,fake/fake_000753.jpg,real_000753.jpg,fake_000753.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_284.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:56.251688
000754,real/real_000754.jpg,fake/fake_000754.jpg,real_000754.jpg,fake_000754.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_55.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:56.307682
000755,real/real_000755.jpg,fake/fake_000755.jpg,real_000755.jpg,fake_000755.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_132.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:56.360990
000756,real/real_000756.jpg,fake/fake_000756.jpg,real_000756.jpg,fake_000756.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_106.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:56.404389
000757,real/real_000757.jpg,fake/fake_000757.jpg,real_000757.jpg,fake_000757.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_17.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:56.497753
000758,real/real_000758.jpg,fake/fake_000758.jpg,real_000758.jpg,fake_000758.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_119.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:56.547255
000759,real/real_000759.jpg,fake/fake_000759.jpg,real_000759.jpg,fake_000759.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_109.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:56.605924
000760,real/real_000760.jpg,fake/fake_000760.jpg,real_000760.jpg,fake_000760.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_41.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:56.630293
000761,real/real_000761.jpg,fake/fake_000761.jpg,real_000761.jpg,fake_000761.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_107.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:56.658936
000762,real/real_000762.jpg,fake/fake_000762.jpg,real_000762.jpg,fake_000762.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_84.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:56.680390
000763,real/real_000763.jpg,fake/fake_000763.jpg,real_000763.jpg,fake_000763.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_232.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:56.705037
000764,real/real_000764.jpg,fake/fake_000764.jpg,real_000764.jpg,fake_000764.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_130.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:56.731337
000765,real/real_000765.jpg,fake/fake_000765.jpg,real_000765.jpg,fake_000765.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_187.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:56.776633
000766,real/real_000766.jpg,fake/fake_000766.jpg,real_000766.jpg,fake_000766.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_149.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:56.801337
000767,real/real_000767.jpg,fake/fake_000767.jpg,real_000767.jpg,fake_000767.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_111.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:56.832814
000768,real/real_000768.jpg,fake/fake_000768.jpg,real_000768.jpg,fake_000768.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_6.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:56.884809
000769,real/real_000769.jpg,fake/fake_000769.jpg,real_000769.jpg,fake_000769.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_231.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:56.910563
000770,real/real_000770.jpg,fake/fake_000770.jpg,real_000770.jpg,fake_000770.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_204.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:57.031999
000771,real/real_000771.jpg,fake/fake_000771.jpg,real_000771.jpg,fake_000771.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_28.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:57.065082
000772,real/real_000772.jpg,fake/fake_000772.jpg,real_000772.jpg,fake_000772.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_51.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:57.088300
000773,real/real_000773.jpg,fake/fake_000773.jpg,real_000773.jpg,fake_000773.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_73.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:57.115826
000774,real/real_000774.jpg,fake/fake_000774.jpg,real_000774.jpg,fake_000774.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_135.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:57.141154
000775,real/real_000775.jpg,fake/fake_000775.jpg,real_000775.jpg,fake_000775.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_72.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:57.185047
000776,real/real_000776.jpg,fake/fake_000776.jpg,real_000776.jpg,fake_000776.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_91.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:57.281997
000777,real/real_000777.jpg,fake/fake_000777.jpg,real_000777.jpg,fake_000777.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_262.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:57.305856
000778,real/real_000778.jpg,fake/fake_000778.jpg,real_000778.jpg,fake_000778.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_105.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:57.347020
000779,real/real_000779.jpg,fake/fake_000779.jpg,real_000779.jpg,fake_000779.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_60.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:57.370871
000780,real/real_000780.jpg,fake/fake_000780.jpg,real_000780.jpg,fake_000780.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_176.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:57.393704
000781,real/real_000781.jpg,fake/fake_000781.jpg,real_000781.jpg,fake_000781.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_158.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:57.425170
000782,real/real_000782.jpg,fake/fake_000782.jpg,real_000782.jpg,fake_000782.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_119.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:57.447223
000783,real/real_000783.jpg,fake/fake_000783.jpg,real_000783.jpg,fake_000783.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_14.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:57.482212
000784,real/real_000784.jpg,fake/fake_000784.jpg,real_000784.jpg,fake_000784.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_29.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:57.525498
000785,real/real_000785.jpg,fake/fake_000785.jpg,real_000785.jpg,fake_000785.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_60.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:57.612862
000786,real/real_000786.jpg,fake/fake_000786.jpg,real_000786.jpg,fake_000786.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_107.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:57.654806
000787,real/real_000787.jpg,fake/fake_000787.jpg,real_000787.jpg,fake_000787.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_33.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:57.751376
000788,real/real_000788.jpg,fake/fake_000788.jpg,real_000788.jpg,fake_000788.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_80.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:57.777420
000789,real/real_000789.jpg,fake/fake_000789.jpg,real_000789.jpg,fake_000789.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_42.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:57.804549
000790,real/real_000790.jpg,fake/fake_000790.jpg,real_000790.jpg,fake_000790.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_3.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:57.870311
000791,real/real_000791.jpg,fake/fake_000791.jpg,real_000791.jpg,fake_000791.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_36.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:57.912680
000792,real/real_000792.jpg,fake/fake_000792.jpg,real_000792.jpg,fake_000792.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_176.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:57.957235
000793,real/real_000793.jpg,fake/fake_000793.jpg,real_000793.jpg,fake_000793.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_138.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:58.048207
000794,real/real_000794.jpg,fake/fake_000794.jpg,real_000794.jpg,fake_000794.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_168.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:58.086764
000795,real/real_000795.jpg,fake/fake_000795.jpg,real_000795.jpg,fake_000795.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_276.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:58.115799
000796,real/real_000796.jpg,fake/fake_000796.jpg,real_000796.jpg,fake_000796.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_118.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:58.157886
000797,real/real_000797.jpg,fake/fake_000797.jpg,real_000797.jpg,fake_000797.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_306.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:58.260192
000798,real/real_000798.jpg,fake/fake_000798.jpg,real_000798.jpg,fake_000798.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_135.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:58.283077
000799,real/real_000799.jpg,fake/fake_000799.jpg,real_000799.jpg,fake_000799.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_222.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:58.388353
000800,real/real_000800.jpg,fake/fake_000800.jpg,real_000800.jpg,fake_000800.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_108.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:58.414956
000801,real/real_000801.jpg,fake/fake_000801.jpg,real_000801.jpg,fake_000801.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_26.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:58.440194
000802,real/real_000802.jpg,fake/fake_000802.jpg,real_000802.jpg,fake_000802.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_5.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:58.470787
000803,real/real_000803.jpg,fake/fake_000803.jpg,real_000803.jpg,fake_000803.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_301.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:58.557247
000804,real/real_000804.jpg,fake/fake_000804.jpg,real_000804.jpg,fake_000804.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_25.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:58.585064
000805,real/real_000805.jpg,fake/fake_000805.jpg,real_000805.jpg,fake_000805.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_97.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:58.607207
000806,real/real_000806.jpg,fake/fake_000806.jpg,real_000806.jpg,fake_000806.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_147.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:58.636907
000807,real/real_000807.jpg,fake/fake_000807.jpg,real_000807.jpg,fake_000807.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_184.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:58.700355
000808,real/real_000808.jpg,fake/fake_000808.jpg,real_000808.jpg,fake_000808.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_125.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:58.726967
000809,real/real_000809.jpg,fake/fake_000809.jpg,real_000809.jpg,fake_000809.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_97.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:58.750970
000810,real/real_000810.jpg,fake/fake_000810.jpg,real_000810.jpg,fake_000810.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_312.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:58.773498
000811,real/real_000811.jpg,fake/fake_000811.jpg,real_000811.jpg,fake_000811.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_119.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:58.794655
000812,real/real_000812.jpg,fake/fake_000812.jpg,real_000812.jpg,fake_000812.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_153.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:58.831164
000813,real/real_000813.jpg,fake/fake_000813.jpg,real_000813.jpg,fake_000813.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_88.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:58.919788
000814,real/real_000814.jpg,fake/fake_000814.jpg,real_000814.jpg,fake_000814.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_55.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:58.970089
000815,real/real_000815.jpg,fake/fake_000815.jpg,real_000815.jpg,fake_000815.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_132.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:59.000358
000816,real/real_000816.jpg,fake/fake_000816.jpg,real_000816.jpg,fake_000816.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_135.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:59.049178
000817,real/real_000817.jpg,fake/fake_000817.jpg,real_000817.jpg,fake_000817.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_137.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:59.088641
000818,real/real_000818.jpg,fake/fake_000818.jpg,real_000818.jpg,fake_000818.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_174.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:59.112079
000819,real/real_000819.jpg,fake/fake_000819.jpg,real_000819.jpg,fake_000819.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_250.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:59.210858
000820,real/real_000820.jpg,fake/fake_000820.jpg,real_000820.jpg,fake_000820.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_346.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:59.233906
000821,real/real_000821.jpg,fake/fake_000821.jpg,real_000821.jpg,fake_000821.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_109.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:59.263185
000822,real/real_000822.jpg,fake/fake_000822.jpg,real_000822.jpg,fake_000822.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_19.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:59.301274
000823,real/real_000823.jpg,fake/fake_000823.jpg,real_000823.jpg,fake_000823.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_165.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:59.386853
000824,real/real_000824.jpg,fake/fake_000824.jpg,real_000824.jpg,fake_000824.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_381.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:28:59.412288
000825,real/real_000825.jpg,fake/fake_000825.jpg,real_000825.jpg,fake_000825.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_156.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:59.441101
000826,real/real_000826.jpg,fake/fake_000826.jpg,real_000826.jpg,fake_000826.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_127.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:59.470526
000827,real/real_000827.jpg,fake/fake_000827.jpg,real_000827.jpg,fake_000827.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_90.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:59.506928
000828,real/real_000828.jpg,fake/fake_000828.jpg,real_000828.jpg,fake_000828.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_74.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:59.600063
000829,real/real_000829.jpg,fake/fake_000829.jpg,real_000829.jpg,fake_000829.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_202.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:59.631836
000830,real/real_000830.jpg,fake/fake_000830.jpg,real_000830.jpg,fake_000830.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_9.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:59.718499
000831,real/real_000831.jpg,fake/fake_000831.jpg,real_000831.jpg,fake_000831.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_50.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:28:59.765439
000832,real/real_000832.jpg,fake/fake_000832.jpg,real_000832.jpg,fake_000832.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_24.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:28:59.793091
000833,real/real_000833.jpg,fake/fake_000833.jpg,real_000833.jpg,fake_000833.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_28.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:59.825478
000834,real/real_000834.jpg,fake/fake_000834.jpg,real_000834.jpg,fake_000834.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_21.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:28:59.845200
000835,real/real_000835.jpg,fake/fake_000835.jpg,real_000835.jpg,fake_000835.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_181.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:28:59.937525
000836,real/real_000836.jpg,fake/fake_000836.jpg,real_000836.jpg,fake_000836.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_143.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:00.051952
000837,real/real_000837.jpg,fake/fake_000837.jpg,real_000837.jpg,fake_000837.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_1.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:00.156175
000838,real/real_000838.jpg,fake/fake_000838.jpg,real_000838.jpg,fake_000838.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_189.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:00.185159
000839,real/real_000839.jpg,fake/fake_000839.jpg,real_000839.jpg,fake_000839.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_60.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:00.211964
000840,real/real_000840.jpg,fake/fake_000840.jpg,real_000840.jpg,fake_000840.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_197.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:00.301013
000841,real/real_000841.jpg,fake/fake_000841.jpg,real_000841.jpg,fake_000841.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_77.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:00.326405
000842,real/real_000842.jpg,fake/fake_000842.jpg,real_000842.jpg,fake_000842.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_470.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:00.357428
000843,real/real_000843.jpg,fake/fake_000843.jpg,real_000843.jpg,fake_000843.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_58.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:00.393383
000844,real/real_000844.jpg,fake/fake_000844.jpg,real_000844.jpg,fake_000844.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_17.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:00.416014
000845,real/real_000845.jpg,fake/fake_000845.jpg,real_000845.jpg,fake_000845.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_127.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:00.576960
000846,real/real_000846.jpg,fake/fake_000846.jpg,real_000846.jpg,fake_000846.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_156.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:00.604767
000847,real/real_000847.jpg,fake/fake_000847.jpg,real_000847.jpg,fake_000847.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_136.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:00.635553
000848,real/real_000848.jpg,fake/fake_000848.jpg,real_000848.jpg,fake_000848.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_77.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:00.794923
000849,real/real_000849.jpg,fake/fake_000849.jpg,real_000849.jpg,fake_000849.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_20.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:00.830287
000850,real/real_000850.jpg,fake/fake_000850.jpg,real_000850.jpg,fake_000850.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_83.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:00.856066
000851,real/real_000851.jpg,fake/fake_000851.jpg,real_000851.jpg,fake_000851.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_120.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:00.885997
000852,real/real_000852.jpg,fake/fake_000852.jpg,real_000852.jpg,fake_000852.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_56.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:00.911619
000853,real/real_000853.jpg,fake/fake_000853.jpg,real_000853.jpg,fake_000853.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_212.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:00.944322
000854,real/real_000854.jpg,fake/fake_000854.jpg,real_000854.jpg,fake_000854.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_14.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:00.982422
000855,real/real_000855.jpg,fake/fake_000855.jpg,real_000855.jpg,fake_000855.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_58.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:01.086663
000856,real/real_000856.jpg,fake/fake_000856.jpg,real_000856.jpg,fake_000856.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_164.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:01.112822
000857,real/real_000857.jpg,fake/fake_000857.jpg,real_000857.jpg,fake_000857.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_334.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:01.201876
000858,real/real_000858.jpg,fake/fake_000858.jpg,real_000858.jpg,fake_000858.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_122.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:01.245978
000859,real/real_000859.jpg,fake/fake_000859.jpg,real_000859.jpg,fake_000859.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_173.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:01.270145
000860,real/real_000860.jpg,fake/fake_000860.jpg,real_000860.jpg,fake_000860.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_39.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:01.292682
000861,real/real_000861.jpg,fake/fake_000861.jpg,real_000861.jpg,fake_000861.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_335.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:01.315706
000862,real/real_000862.jpg,fake/fake_000862.jpg,real_000862.jpg,fake_000862.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_122.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:01.408694
000863,real/real_000863.jpg,fake/fake_000863.jpg,real_000863.jpg,fake_000863.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_34.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:01.450485
000864,real/real_000864.jpg,fake/fake_000864.jpg,real_000864.jpg,fake_000864.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_154.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:01.472400
000865,real/real_000865.jpg,fake/fake_000865.jpg,real_000865.jpg,fake_000865.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_11.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:01.506567
000866,real/real_000866.jpg,fake/fake_000866.jpg,real_000866.jpg,fake_000866.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_188.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:01.531914
000867,real/real_000867.jpg,fake/fake_000867.jpg,real_000867.jpg,fake_000867.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_92.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:01.619221
000868,real/real_000868.jpg,fake/fake_000868.jpg,real_000868.jpg,fake_000868.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_109.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:01.645438
000869,real/real_000869.jpg,fake/fake_000869.jpg,real_000869.jpg,fake_000869.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_122.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:01.679692
000870,real/real_000870.jpg,fake/fake_000870.jpg,real_000870.jpg,fake_000870.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_135.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:01.711814
000871,real/real_000871.jpg,fake/fake_000871.jpg,real_000871.jpg,fake_000871.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_117.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:01.801700
000872,real/real_000872.jpg,fake/fake_000872.jpg,real_000872.jpg,fake_000872.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_238.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:01.829410
000873,real/real_000873.jpg,fake/fake_000873.jpg,real_000873.jpg,fake_000873.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_239.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:01.854618
000874,real/real_000874.jpg,fake/fake_000874.jpg,real_000874.jpg,fake_000874.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_296.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:01.889807
000875,real/real_000875.jpg,fake/fake_000875.jpg,real_000875.jpg,fake_000875.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_289.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:01.912895
000876,real/real_000876.jpg,fake/fake_000876.jpg,real_000876.jpg,fake_000876.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_22.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:01.940640
000877,real/real_000877.jpg,fake/fake_000877.jpg,real_000877.jpg,fake_000877.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_37.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:01.961975
000878,real/real_000878.jpg,fake/fake_000878.jpg,real_000878.jpg,fake_000878.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_44.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:02.007314
000879,real/real_000879.jpg,fake/fake_000879.jpg,real_000879.jpg,fake_000879.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_7.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:02.042724
000880,real/real_000880.jpg,fake/fake_000880.jpg,real_000880.jpg,fake_000880.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_77.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:02.070831
000881,real/real_000881.jpg,fake/fake_000881.jpg,real_000881.jpg,fake_000881.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_191.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:02.101413
000882,real/real_000882.jpg,fake/fake_000882.jpg,real_000882.jpg,fake_000882.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_19.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:02.222892
000883,real/real_000883.jpg,fake/fake_000883.jpg,real_000883.jpg,fake_000883.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_79.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:02.271329
000884,real/real_000884.jpg,fake/fake_000884.jpg,real_000884.jpg,fake_000884.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_94.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:02.377055
000885,real/real_000885.jpg,fake/fake_000885.jpg,real_000885.jpg,fake_000885.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_159.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:02.412195
000886,real/real_000886.jpg,fake/fake_000886.jpg,real_000886.jpg,fake_000886.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_47.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:02.439056
000887,real/real_000887.jpg,fake/fake_000887.jpg,real_000887.jpg,fake_000887.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_88.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:02.466885
000888,real/real_000888.jpg,fake/fake_000888.jpg,real_000888.jpg,fake_000888.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_48.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:02.569201
000889,real/real_000889.jpg,fake/fake_000889.jpg,real_000889.jpg,fake_000889.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_186.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:02.619927
000890,real/real_000890.jpg,fake/fake_000890.jpg,real_000890.jpg,fake_000890.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_42.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:02.642722
000891,real/real_000891.jpg,fake/fake_000891.jpg,real_000891.jpg,fake_000891.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_20.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:02.729316
000892,real/real_000892.jpg,fake/fake_000892.jpg,real_000892.jpg,fake_000892.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_94.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:02.758294
000893,real/real_000893.jpg,fake/fake_000893.jpg,real_000893.jpg,fake_000893.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_84.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:02.779969
000894,real/real_000894.jpg,fake/fake_000894.jpg,real_000894.jpg,fake_000894.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_134.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:02.813586
000895,real/real_000895.jpg,fake/fake_000895.jpg,real_000895.jpg,fake_000895.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_12.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:02.857328
000896,real/real_000896.jpg,fake/fake_000896.jpg,real_000896.jpg,fake_000896.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_2.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:02.885411
000897,real/real_000897.jpg,fake/fake_000897.jpg,real_000897.jpg,fake_000897.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_185.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:02.906284
000898,real/real_000898.jpg,fake/fake_000898.jpg,real_000898.jpg,fake_000898.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_21.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:02.928001
000899,real/real_000899.jpg,fake/fake_000899.jpg,real_000899.jpg,fake_000899.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_308.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:02.961110
000900,real/real_000900.jpg,fake/fake_000900.jpg,real_000900.jpg,fake_000900.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_100.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:03.049428
000901,real/real_000901.jpg,fake/fake_000901.jpg,real_000901.jpg,fake_000901.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_0.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:03.137019
000902,real/real_000902.jpg,fake/fake_000902.jpg,real_000902.jpg,fake_000902.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_107.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:03.223060
000903,real/real_000903.jpg,fake/fake_000903.jpg,real_000903.jpg,fake_000903.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_46.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:03.257931
000904,real/real_000904.jpg,fake/fake_000904.jpg,real_000904.jpg,fake_000904.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_2.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:03.281166
000905,real/real_000905.jpg,fake/fake_000905.jpg,real_000905.jpg,fake_000905.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_290.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:03.317365
000906,real/real_000906.jpg,fake/fake_000906.jpg,real_000906.jpg,fake_000906.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_69.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:03.339972
000907,real/real_000907.jpg,fake/fake_000907.jpg,real_000907.jpg,fake_000907.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_332.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:03.363828
000908,real/real_000908.jpg,fake/fake_000908.jpg,real_000908.jpg,fake_000908.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_1.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:03.389369
000909,real/real_000909.jpg,fake/fake_000909.jpg,real_000909.jpg,fake_000909.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_249.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:03.413659
000910,real/real_000910.jpg,fake/fake_000910.jpg,real_000910.jpg,fake_000910.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_44.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:03.472476
000911,real/real_000911.jpg,fake/fake_000911.jpg,real_000911.jpg,fake_000911.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_289.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:03.498410
000912,real/real_000912.jpg,fake/fake_000912.jpg,real_000912.jpg,fake_000912.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_105.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:03.522518
000913,real/real_000913.jpg,fake/fake_000913.jpg,real_000913.jpg,fake_000913.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/scandinavian/kitchen_scandinavian_119.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:03.553647
000914,real/real_000914.jpg,fake/fake_000914.jpg,real_000914.jpg,fake_000914.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_173.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:03.645147
000915,real/real_000915.jpg,fake/fake_000915.jpg,real_000915.jpg,fake_000915.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_264.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:03.687579
000916,real/real_000916.jpg,fake/fake_000916.jpg,real_000916.jpg,fake_000916.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_91.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:03.710890
000917,real/real_000917.jpg,fake/fake_000917.jpg,real_000917.jpg,fake_000917.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_179.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:03.737695
000918,real/real_000918.jpg,fake/fake_000918.jpg,real_000918.jpg,fake_000918.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_108.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:03.760544
000919,real/real_000919.jpg,fake/fake_000919.jpg,real_000919.jpg,fake_000919.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_134.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:03.796720
000920,real/real_000920.jpg,fake/fake_000920.jpg,real_000920.jpg,fake_000920.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_368.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:03.843093
000921,real/real_000921.jpg,fake/fake_000921.jpg,real_000921.jpg,fake_000921.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_69.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:03.870219
000922,real/real_000922.jpg,fake/fake_000922.jpg,real_000922.jpg,fake_000922.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_191.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:03.918937
000923,real/real_000923.jpg,fake/fake_000923.jpg,real_000923.jpg,fake_000923.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_256.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:03.947495
000924,real/real_000924.jpg,fake/fake_000924.jpg,real_000924.jpg,fake_000924.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_113.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:03.968251
000925,real/real_000925.jpg,fake/fake_000925.jpg,real_000925.jpg,fake_000925.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_79.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:04.002437
000926,real/real_000926.jpg,fake/fake_000926.jpg,real_000926.jpg,fake_000926.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_99.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:04.031268
000927,real/real_000927.jpg,fake/fake_000927.jpg,real_000927.jpg,fake_000927.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_72.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:04.115631
000928,real/real_000928.jpg,fake/fake_000928.jpg,real_000928.jpg,fake_000928.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_125.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:04.142231
000929,real/real_000929.jpg,fake/fake_000929.jpg,real_000929.jpg,fake_000929.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_108.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:04.168565
000930,real/real_000930.jpg,fake/fake_000930.jpg,real_000930.jpg,fake_000930.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_167.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:04.239440
000931,real/real_000931.jpg,fake/fake_000931.jpg,real_000931.jpg,fake_000931.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_102.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:04.263120
000932,real/real_000932.jpg,fake/fake_000932.jpg,real_000932.jpg,fake_000932.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_186.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:04.297760
000933,real/real_000933.jpg,fake/fake_000933.jpg,real_000933.jpg,fake_000933.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_141.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:04.322674
000934,real/real_000934.jpg,fake/fake_000934.jpg,real_000934.jpg,fake_000934.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_59.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:04.348728
000935,real/real_000935.jpg,fake/fake_000935.jpg,real_000935.jpg,fake_000935.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_87.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:04.406297
000936,real/real_000936.jpg,fake/fake_000936.jpg,real_000936.jpg,fake_000936.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_171.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:04.440511
000937,real/real_000937.jpg,fake/fake_000937.jpg,real_000937.jpg,fake_000937.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_147.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:04.466555
000938,real/real_000938.jpg,fake/fake_000938.jpg,real_000938.jpg,fake_000938.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_190.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:04.554082
000939,real/real_000939.jpg,fake/fake_000939.jpg,real_000939.jpg,fake_000939.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_273.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:04.611277
000940,real/real_000940.jpg,fake/fake_000940.jpg,real_000940.jpg,fake_000940.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_193.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:04.638063
000941,real/real_000941.jpg,fake/fake_000941.jpg,real_000941.jpg,fake_000941.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_41.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:04.723166
000942,real/real_000942.jpg,fake/fake_000942.jpg,real_000942.jpg,fake_000942.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_27.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:04.759139
000943,real/real_000943.jpg,fake/fake_000943.jpg,real_000943.jpg,fake_000943.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_129.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:04.847464
000944,real/real_000944.jpg,fake/fake_000944.jpg,real_000944.jpg,fake_000944.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_165.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:04.882994
000945,real/real_000945.jpg,fake/fake_000945.jpg,real_000945.jpg,fake_000945.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/scandinavian/bathroom_scandinavian_23.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:04.918950
000946,real/real_000946.jpg,fake/fake_000946.jpg,real_000946.jpg,fake_000946.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_78.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:05.018950
000947,real/real_000947.jpg,fake/fake_000947.jpg,real_000947.jpg,fake_000947.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_16.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:05.127251
000948,real/real_000948.jpg,fake/fake_000948.jpg,real_000948.jpg,fake_000948.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_111.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:05.153826
000949,real/real_000949.jpg,fake/fake_000949.jpg,real_000949.jpg,fake_000949.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_83.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:05.198833
000950,real/real_000950.jpg,fake/fake_000950.jpg,real_000950.jpg,fake_000950.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_51.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:05.293006
000951,real/real_000951.jpg,fake/fake_000951.jpg,real_000951.jpg,fake_000951.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_104.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:05.329271
000952,real/real_000952.jpg,fake/fake_000952.jpg,real_000952.jpg,fake_000952.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_124.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:05.353491
000953,real/real_000953.jpg,fake/fake_000953.jpg,real_000953.jpg,fake_000953.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_112.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:05.377292
000954,real/real_000954.jpg,fake/fake_000954.jpg,real_000954.jpg,fake_000954.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_341.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:05.401403
000955,real/real_000955.jpg,fake/fake_000955.jpg,real_000955.jpg,fake_000955.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_147.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:05.495656
000956,real/real_000956.jpg,fake/fake_000956.jpg,real_000956.jpg,fake_000956.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_78.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:05.540319
000957,real/real_000957.jpg,fake/fake_000957.jpg,real_000957.jpg,fake_000957.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_131.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:05.579783
000958,real/real_000958.jpg,fake/fake_000958.jpg,real_000958.jpg,fake_000958.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/boho/bedroom_boho_67.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:05.640150
000959,real/real_000959.jpg,fake/fake_000959.jpg,real_000959.jpg,fake_000959.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_14.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:05.793519
000960,real/real_000960.jpg,fake/fake_000960.jpg,real_000960.jpg,fake_000960.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_398.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:05.824953
000961,real/real_000961.jpg,fake/fake_000961.jpg,real_000961.jpg,fake_000961.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_32.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:05.883705
000962,real/real_000962.jpg,fake/fake_000962.jpg,real_000962.jpg,fake_000962.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_119.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:05.909006
000963,real/real_000963.jpg,fake/fake_000963.jpg,real_000963.jpg,fake_000963.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_63.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:06.069848
000964,real/real_000964.jpg,fake/fake_000964.jpg,real_000964.jpg,fake_000964.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_33.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:06.104288
000965,real/real_000965.jpg,fake/fake_000965.jpg,real_000965.jpg,fake_000965.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/minimalist/bedroom_minimalist_5.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:06.135125
000966,real/real_000966.jpg,fake/fake_000966.jpg,real_000966.jpg,fake_000966.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_25.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:06.188054
000967,real/real_000967.jpg,fake/fake_000967.jpg,real_000967.jpg,fake_000967.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/modern/bathroom_modern_55.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:06.215887
000968,real/real_000968.jpg,fake/fake_000968.jpg,real_000968.jpg,fake_000968.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_143.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:06.343894
000969,real/real_000969.jpg,fake/fake_000969.jpg,real_000969.jpg,fake_000969.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_45.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:06.377011
000970,real/real_000970.jpg,fake/fake_000970.jpg,real_000970.jpg,fake_000970.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_185.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:06.514856
000971,real/real_000971.jpg,fake/fake_000971.jpg,real_000971.jpg,fake_000971.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_297.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:06.555872
000972,real/real_000972.jpg,fake/fake_000972.jpg,real_000972.jpg,fake_000972.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_157.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:06.730272
000973,real/real_000973.jpg,fake/fake_000973.jpg,real_000973.jpg,fake_000973.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/minimalist/living_room_minimalist_198.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:06.805856
000974,real/real_000974.jpg,fake/fake_000974.jpg,real_000974.jpg,fake_000974.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_176.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:06.945181
000975,real/real_000975.jpg,fake/fake_000975.jpg,real_000975.jpg,fake_000975.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_305.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:06.990132
000976,real/real_000976.jpg,fake/fake_000976.jpg,real_000976.jpg,fake_000976.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_24.jpg,frequency_manipulation,grid_artifact,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:07.025031
000977,real/real_000977.jpg,fake/fake_000977.jpg,real_000977.jpg,fake_000977.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/industrial/bathroom_industrial_9.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:07.072677
000978,real/real_000978.jpg,fake/fake_000978.jpg,real_000978.jpg,fake_000978.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_183.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:07.108865
000979,real/real_000979.jpg,fake/fake_000979.jpg,real_000979.jpg,fake_000979.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_71.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:07.168106
000980,real/real_000980.jpg,fake/fake_000980.jpg,real_000980.jpg,fake_000980.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_239.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:07.210845
000981,real/real_000981.jpg,fake/fake_000981.jpg,real_000981.jpg,fake_000981.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_149.jpg,compression_artifact,double_jpeg,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:07.244841
000982,real/real_000982.jpg,fake/fake_000982.jpg,real_000982.jpg,fake_000982.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_53.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:07.381887
000983,real/real_000983.jpg,fake/fake_000983.jpg,real_000983.jpg,fake_000983.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_135.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:07.412728
000984,real/real_000984.jpg,fake/fake_000984.jpg,real_000984.jpg,fake_000984.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/boho/kitchen_boho_238.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:07.437870
000985,real/real_000985.jpg,fake/fake_000985.jpg,real_000985.jpg,fake_000985.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_120.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:07.583443
000986,real/real_000986.jpg,fake/fake_000986.jpg,real_000986.jpg,fake_000986.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/modern/kitchen_modern_123.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:07.658612
000987,real/real_000987.jpg,fake/fake_000987.jpg,real_000987.jpg,fake_000987.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_89.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:07.686285
000988,real/real_000988.jpg,fake/fake_000988.jpg,real_000988.jpg,fake_000988.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/minimalist/bathroom_minimalist_112.jpg,frequency_manipulation,frequency_injection,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:07.750012
000989,real/real_000989.jpg,fake/fake_000989.jpg,real_000989.jpg,fake_000989.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_142.jpg,physical_impossibility,shadow_mismatch,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:07.791825
000990,real/real_000990.jpg,fake/fake_000990.jpg,real_000990.jpg,fake_000990.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/minimalist/kitchen_minimalist_179.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:07.822353
000991,real/real_000991.jpg,fake/fake_000991.jpg,real_000991.jpg,fake_000991.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/scandinavian/living_room_scandinavian_72.jpg,frequency_manipulation,upscaling,"Upscaling artifacts, GAN fingerprints",manipulated,2026-01-26T22:29:07.864237
000992,real/real_000992.jpg,fake/fake_000992.jpg,real_000992.jpg,fake_000992.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/scandinavian/bedroom_scandinavian_88.jpg,physical_impossibility,reflection_inconsistency,Shadow/reflection mismatches,manipulated,2026-01-26T22:29:07.890030
000993,real/real_000993.jpg,fake/fake_000993.jpg,real_000993.jpg,fake_000993.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/modern/living_room_modern_27.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:08.046893
000994,real/real_000994.jpg,fake/fake_000994.jpg,real_000994.jpg,fake_000994.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/industrial/bedroom_industrial_144.jpg,splicing,object_insertion,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:08.075209
000995,real/real_000995.jpg,fake/fake_000995.jpg,real_000995.jpg,fake_000995.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/boho/living_room_boho_78.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:08.215735
000996,real/real_000996.jpg,fake/fake_000996.jpg,real_000996.jpg,fake_000996.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/living_room/industrial/living_room_industrial_164.jpg,compression_artifact,compression_mismatch,"Double JPEG compression, quality mismatches",manipulated,2026-01-26T22:29:08.303249
000997,real/real_000997.jpg,fake/fake_000997.jpg,real_000997.jpg,fake_000997.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bathroom/boho/bathroom_boho_92.jpg,splicing,copy_move,"Copy-move forgery, furniture replacement",manipulated,2026-01-26T22:29:08.343276
000998,real/real_000998.jpg,fake/fake_000998.jpg,real_000998.jpg,fake_000998.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/bedroom/modern/bedroom_modern_55.jpg,smoothness_anomaly,texture_removal,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:08.483276
000999,real/real_000999.jpg,fake/fake_000999.jpg,real_000999.jpg,fake_000999.jpg,/content/drive/MyDrive/GenAI_Hackathon_2026/kaggle_dataset_cache/Pinterest Interior Design Images and Metadata/kitchen/industrial/kitchen_industrial_162.jpg,smoothness_anomaly,bilateral_filter,Unnatural smoothness in walls/surfaces (bilateral filtering),manipulated,2026-01-26T22:29:08.743131