Update README.md

README.md

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----
-license: apache-2.0
-task_categories:
-- object-detection
-- image-classification
-tags:
-- medical
----
+### 📊 Dataset Statistics                                                                                                                                                                                                                      
+                                                                                                                                                                                                                                                 
+  • Total Images: 1,227 (predominantly .jpg format)                                                                                                                                                                                              
+  • Total Annotations: 1,441 (.txt files in YOLO format)                                                                                                                                                                                         
+  • Total Bounding Boxes: 2,219 (across the matched images)                                                                                                                                                                                      
+  • Missing Images: There are 214 annotation files (.txt) that do not have a corresponding image file. They should be filtered out before training models.                                                                                       
+                                                                                                                                                                                                                                                 
+  ### 🏷️ Class Mapping & Distribution (Matched Pairs)                                                                                                                                                                                            
+                                                                                                                                                                                                                                                 
+  The YOLO annotations map to the following severity classes:                                                                                                                                                                                    
+                                                                                                                                                                                                                                                 
+  • Class 0 (First-Degree Burn): 872 bounding boxes (39.3%)                                                                                                                                                                                      
+  • Class 1 (Second-Degree Burn): 992 bounding boxes (44.7%)                                                                                                                                                                                     
+  • Class 2 (Third-Degree Burn): 355 bounding boxes (16.0%)                                                                                                                                                                                      
+                                                                                                                                                                                                                                                 
+  ### 🛠️ Key Sections in the README.md                                                                                                                                                                                                           
+                                                                                                                                                                                                                                                 
+  • YOLO Format Reference: Quick explanation of the space-separated coordinates structure.                                                                                                                                                       
+  • Usage Guidance: A Python snippet to automatically clean up/filter out the 214 unmatched .txt files.                                                                                                                                          
+  • Citation Information: A standard BibTeX entry for the associated paper ("Detection of Different Degrees of Skin Burn using YOLOv3", Baid et al., 2020) for easy reference.