Duplicate from jaychempan/LAE-1M

.gitattributes

@@ -0,0 +1,74 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text
+LAE-80C/LAE-80C-benchmark.json filter=lfs diff=lfs merge=lfs -text
+FAIR1M/processed_LAE-1M_FAIR1M_train.json filter=lfs diff=lfs merge=lfs -text
+DOTAv2/DOTAv2_train.json filter=lfs diff=lfs merge=lfs -text
+DOTAv2/processed_DOTAv2_train.json filter=lfs diff=lfs merge=lfs -text
+DOTAv2/processed_LAE-1M_DOTAv2_train.json filter=lfs diff=lfs merge=lfs -text
+LAE-COD/EMS/EMS.json filter=lfs diff=lfs merge=lfs -text
+LAE-COD/AID/AID.json filter=lfs diff=lfs merge=lfs -text
+LAE-COD/NWPU-RESISC45/NWPURESISC45.json filter=lfs diff=lfs merge=lfs -text
+LAE-FOD/FAIR1M/processed_LAE-1M_FAIR1M_train.json filter=lfs diff=lfs merge=lfs -text
+LAE-FOD/DOTAv2/DOTAv2_train.json filter=lfs diff=lfs merge=lfs -text
+LAE-FOD/DOTAv2/processed_DOTAv2_train.json filter=lfs diff=lfs merge=lfs -text
+LAE-FOD/DOTAv2/processed_LAE-1M_DOTAv2_train.json filter=lfs diff=lfs merge=lfs -text
+LAE-FOD/DIOR/DIOR_train.json filter=lfs diff=lfs merge=lfs -text
+LAE-FOD/DIOR/processed_DIOR_train.json filter=lfs diff=lfs merge=lfs -text
+LAE-FOD/xview/processed_LAE-1M_Xview_train_1024_05.json filter=lfs diff=lfs merge=lfs -text

LAE-80C/LAE-80C-benchmark.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e848c531a0bdfdfea58ea3db298ad7db697084a3c5bd98fa4f353b316599fb2
+size 45348569

LAE-80C/LAE-80C-benchmark.txt

@@ -0,0 +1 @@
+{'classes': ('airplane', 'airport', 'groundtrackfield', 'harbor', 'baseballfield', 'overpass', 'basketballcourt', 'bridge', 'stadium', 'storagetank', 'tenniscourt', 'expressway service area', 'trainstation', 'expressway toll station', 'vehicle', 'golffield', 'windmill', 'dam', 'helicopter', 'roundabout', 'soccer ball field', 'swimming pool', 'container crane', 'helipad', 'Bus', 'Cargo Truck', 'Dry Cargo Ship', 'Dump Truck', 'Engineering Ship', 'Excavator', 'Fishing Boat', 'Intersection', 'Liquid Cargo Ship', 'Motorboat', 'Passenger Ship', 'Small Car', 'Tractor', 'Trailer', 'Truck Tractor', 'Tugboat', 'Van', 'Warship', 'working condensing tower', 'unworking condensing tower', 'working chimney', 'unworking chimney', 'Fixed-wing Aircraft', 'Small Aircraft', 'Cargo Plane', 'Pickup Truck', 'Utility Truck', 'Passenger Car', 'Cargo Car', 'Flat Car', 'Locomotive', 'Sailboat', 'Barge', 'Ferry', 'Yacht', 'Oil Tanker', 'Engineering Vehicle', 'Tower crane', 'Reach Stacker', 'Straddle Carrier', 'Mobile Crane', 'Haul Truck', 'Front loader/Bulldozer', 'Cement Mixer', 'Ground Grader', 'Hut/Tent', 'Shed', 'Building', 'Aircraft Hangar', 'Damaged Building', 'Facility', 'Construction Site', 'Shipping container lot', 'Shipping Container', 'Pylon', 'Tower')}

LAE-80C/LAE-80C-benchmark_categories.json

@@ -0,0 +1,242 @@
+[
+    [
+        "airplane"
+    ],
+    [
+        "airport"
+    ],
+    [
+        "groundtrackfield"
+    ],
+    [
+        "harbor"
+    ],
+    [
+        "baseballfield"
+    ],
+    [
+        "overpass"
+    ],
+    [
+        "basketballcourt"
+    ],
+    [
+        "bridge"
+    ],
+    [
+        "stadium"
+    ],
+    [
+        "storagetank"
+    ],
+    [
+        "tenniscourt"
+    ],
+    [
+        "expressway service area"
+    ],
+    [
+        "trainstation"
+    ],
+    [
+        "expressway toll station"
+    ],
+    [
+        "vehicle"
+    ],
+    [
+        "golffield"
+    ],
+    [
+        "windmill"
+    ],
+    [
+        "dam"
+    ],
+    [
+        "helicopter"
+    ],
+    [
+        "roundabout"
+    ],
+    [
+        "soccer ball field"
+    ],
+    [
+        "swimming pool"
+    ],
+    [
+        "container crane"
+    ],
+    [
+        "helipad"
+    ],
+    [
+        "Bus"
+    ],
+    [
+        "Cargo Truck"
+    ],
+    [
+        "Dry Cargo Ship"
+    ],
+    [
+        "Dump Truck"
+    ],
+    [
+        "Engineering Ship"
+    ],
+    [
+        "Excavator"
+    ],
+    [
+        "Fishing Boat"
+    ],
+    [
+        "Intersection"
+    ],
+    [
+        "Liquid Cargo Ship"
+    ],
+    [
+        "Motorboat"
+    ],
+    [
+        "Passenger Ship"
+    ],
+    [
+        "Small Car"
+    ],
+    [
+        "Tractor"
+    ],
+    [
+        "Trailer"
+    ],
+    [
+        "Truck Tractor"
+    ],
+    [
+        "Tugboat"
+    ],
+    [
+        "Van"
+    ],
+    [
+        "Warship"
+    ],
+    [
+        "working condensing tower"
+    ],
+    [
+        "unworking condensing tower"
+    ],
+    [
+        "working chimney"
+    ],
+    [
+        "unworking chimney"
+    ],
+    [
+        "Fixed-wing Aircraft"
+    ],
+    [
+        "Small Aircraft"
+    ],
+    [
+        "Cargo Plane"
+    ],
+    [
+        "Pickup Truck"
+    ],
+    [
+        "Utility Truck"
+    ],
+    [
+        "Passenger Car"
+    ],
+    [
+        "Cargo Car"
+    ],
+    [
+        "Flat Car"
+    ],
+    [
+        "Locomotive"
+    ],
+    [
+        "Sailboat"
+    ],
+    [
+        "Barge"
+    ],
+    [
+        "Ferry"
+    ],
+    [
+        "Yacht"
+    ],
+    [
+        "Oil Tanker"
+    ],
+    [
+        "Engineering Vehicle"
+    ],
+    [
+        "Tower crane"
+    ],
+    [
+        "Reach Stacker"
+    ],
+    [
+        "Straddle Carrier"
+    ],
+    [
+        "Mobile Crane"
+    ],
+    [
+        "Haul Truck"
+    ],
+    [
+        "Front loader/Bulldozer"
+    ],
+    [
+        "Cement Mixer"
+    ],
+    [
+        "Ground Grader"
+    ],
+    [
+        "Hut/Tent"
+    ],
+    [
+        "Shed"
+    ],
+    [
+        "Building"
+    ],
+    [
+        "Aircraft Hangar"
+    ],
+    [
+        "Damaged Building"
+    ],
+    [
+        "Facility"
+    ],
+    [
+        "Construction Site"
+    ],
+    [
+        "Shipping container lot"
+    ],
+    [
+        "Shipping Container"
+    ],
+    [
+        "Pylon"
+    ],
+    [
+        "Tower"
+    ]
+]

LAE-80C/images.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:288988fe25a3d7173c5085d0660b785bdc6a819559db3d7af78e60a1ee7cb398
+size 1970281656

LAE-COD/AID/AID.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4149d4146ae6a2cb8f45507442b50fe392d4a58765fa17b71f2275be5737716e
+size 10716646

LAE-COD/AID/images.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e87a8964e0079e798f349302f1923634ab8dfe2764b73ab3e31826c90aadaa7
+size 2625560366

LAE-COD/EMS/EMS.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0065c00e694a0c68c44bbbbea2a449687bae20ce89c160c36c08c26d4f43b3d5
+size 11767738

LAE-COD/EMS/images.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72e8390bb74b6cb0e7cc2fbe0c9cbf4430681722d83ba284f07594b774c89f79
+size 4654513413

LAE-COD/NWPU-RESISC45/NWPURESISC45.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e615e98ddb8d2eafcca40c4c61544982d020efa913f77084f3e9ce05fd41034
+size 27980430

LAE-COD/NWPU-RESISC45/images.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3315bff75fb5f4875ef04be10bc0a57497d11f838601a9dc1cb2373f633a4a6a
+size 426237607

LAE-COD/SLM/images.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cde34a7d7271568e4c7c530fe438264815d2caf9a48ad5c2c44922db280746fe
+size 439834505

LAE-FOD/DIOR/DIOR_train.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5616b4d9351b4d0cfd3069c564ae445a30669c4ea98c9396a4f65555d74828b
+size 19965376

LAE-FOD/DIOR/processed_DIOR_train.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ae017a10b0600cd7413abf51bf5d053b3ce22787135dae4c55ad7b5591520cc
+size 19967544

LAE-FOD/DIOR/trainval_images.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:249b4b3ab929ccca4163546869008da3625b07687dc175dab10e851aa8d677c9
+size 3883017000

LAE-FOD/DOTAv2/DOTAv2_train.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f7051b00e904813c09521db6628ef1e16035d32e519a3998b9bb52341d51a3f
+size 169135145

LAE-FOD/DOTAv2/images.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0aae7c61f4a75f58c41266ff226de42ef5d19e630b421d3a10864262fa67d6
+size 26365367915

LAE-FOD/DOTAv2/processed_DOTAv2_train.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a6e563fe62f8ea649a928acdc467c757411ec076dc03a3b6874794b9a1246f9
+size 169292951

LAE-FOD/DOTAv2/processed_LAE-1M_DOTAv2_train.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b3bc4e4c0c5725905b440bb4799328c5fec0ce05cde4116e0872d2e71d6ab34
+size 68610968

LAE-FOD/FAIR1M/images.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67997a332343f3ab2b682e3aec66b6faa2a6bc652bd8e5a85b10b7e85adf3ece
+size 42201152832

LAE-FOD/FAIR1M/processed_LAE-1M_FAIR1M_train.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99947065666a43ed2f6b458a5ae34c1e4ece04232853e4411664b8dffbf4a9d8
+size 101226521

LAE-FOD/HRSC2016/images.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b25d0d91bfb45b4e6b8db24a876441e0bed2e20497edf868e45904a77ca01487
+size 2502598695

LAE-FOD/NWPU VHR-10/images.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c3824332ac51eb6933ce7a56b0351b8e3730c7b2f8f86d65f17fa2d87775031
+size 63303521

LAE-FOD/Power-Plant/Images.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c6bba5b30823f9393a26fab469e57100fabf1b1a1896b25003a099fc621cfb2
+size 214476489

LAE-FOD/RSOD/images.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d77d26e9b274786c3528fd297e882311844a05e28e164383ba31845a03dce87c
+size 323874376

LAE-FOD/xview/processed_LAE-1M_Xview_train_1024_05.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49c2f35d43a19591014df4035363861b9044a7132d17ddf282517ce8314b7fe3
+size 209851270

LAE-FOD/xview/train_images_1024_05.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90add7c1daee9177dc5917b1f8e1d4d1b46066bbae74aa343208372779340d90
+size 2288218126

README.md

@@ -0,0 +1,104 @@
+---
+license: mit
+task_categories:
+  - object-detection
+  - zero-shot-object-detection
+language:
+  - en
+size_categories:
+  - 1M+
+source_datasets:
+  - DOTA
+  - DIOR
+  - FAIR1M
+  - NWPU-VHR-10
+  - HRSC2016
+  - RSOD
+  - AID
+  - NWPU-RESISC45
+  - SLM
+  - EMS
+tags:
+  - remote-sensing
+  - computer-vision
+  - open-vocabulary
+  - benchmark
+  - image-dataset
+pretty_name: LAE-1M
+---
+
+
+# LAE-1M: Locate Anything on Earth Dataset
+
+<p align="center">
+  <img src="https://jianchengpan.space/projects/LAE/assets/LAE-1M.png" alt="LAE-1M" width="600"/>
+</p>
+
+**LAE-1M** (Locate Anything on Earth - 1 Million) is a large-scale **open-vocabulary remote sensing object detection dataset** introduced in the paper *"Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community"* (AAAI 2025).  
+
+It contains over **1M images** with **coarse-grained (LAE-COD)** and **fine-grained (LAE-FOD)** annotations, unified in **COCO format**, enabling **zero-shot** and **few-shot** detection in remote sensing.
+
+---
+
+## Dataset Details
+
+### Dataset Description
+
+- **Curated by:** Jiancheng Pan, Yanxing Liu, Yuqian Fu, Muyuan Ma, Jiahao Li, Danda Pani Paudel, Luc Van Gool, Xiaomeng Huang  
+- **Funded by:** ETH Zürich, INSAIT (partial computing support)  
+- **Shared by:** LAE-DINO Project Team  
+- **Language(s):** Not language-specific; visual dataset  
+- **License:** MIT License  
+
+### Dataset Sources
+
+- **Repository:** [GitHub - LAE-DINO](https://github.com/jaychempan/LAE-DINO)  
+- **Paper:** [ArXiv 2408.09110](https://arxiv.org/abs/2408.09110), [AAAI 2025](https://ojs.aaai.org/index.php/AAAI/article/view/32672)  
+- **Project Page:** [LAE Website](https://jianchengpan.space/LAE-website/index.html)  
+- **Dataset Download:** [HuggingFace](https://huggingface.co/datasets/jaychempan/LAE-1M)  
+
+---
+
+## Dataset Structure
+
+| Subset      | # Images    | # Classes | Format      | Description                                  |
+|-------------|-------------|-----------|-------------|----------------------------------------------|
+| LAE-COD      | 400k+        | 20+       | COCO        | Coarse-grained detection (AID, EMS, SLM)      |
+| LAE-FOD      | 600k+        | 50+       | COCO        | Fine-grained detection (DIOR, DOTAv2, FAIR1M) |
+| LAE-80C      | 20k (val)    | 80        | COCO        | Benchmark with 80 semantically distinct classes |
+
+All annotations are in **COCO JSON** format with bounding boxes and categories.
+
+---
+
+## Uses
+
+### Direct Use
+- Open-Vocabulary Object Detection in Remote Sensing  
+- Benchmarking zero-shot and few-shot detection models  
+- Pretraining large vision-language models  
+
+### Out-of-Scope Use
+- Any tasks requiring personal or sensitive information  
+- Real-time inference on satellite streams without further optimization  
+
+---
+
+## Quick Start
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+dataset = load_dataset("jaychempan/LAE-1M", split="train")
+
+# Access one example
+example = dataset[0]
+print(example.keys())  # image, annotations, category_id, etc.
+
+# Show the image (requires Pillow)
+from PIL import Image
+import io
+
+img = Image.open(io.BytesIO(example["image"]))
+img.show()