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example_datasets.md

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Example Kaggle Datasets for YOLO Training

This file contains example Kaggle datasets suitable for training YOLO object detection models. Each dataset includes the handle, number of classes, and class names.

1. Pothole Detection

  • Handle: jocelyndumlao/multi-weather-pothole-detection-mwpd
  • Classes: 1
  • Names: "Potholes"
  • Description: Images of potholes and cracks in roads under various weather conditions

2. Traffic Signs

  • Handle: valentynsichkar/traffic-signs-dataset-in-yolo-format
  • Classes: 4
  • Names: "prohibitory,danger,mandatory,other"
  • Description: German traffic sign detection dataset with YOLO annotations

3. Face Detection

  • Handle: jessicali9530/lfw-dataset
  • Classes: 1
  • Names: "face"
  • Description: Labeled Faces in the Wild dataset for face detection

4. Animal Detection

  • Handle: antoreepjana/animals-detection-images-dataset
  • Classes: 80
  • Names: "person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic light,fire hydrant,stop sign,parking meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports ball,kite,baseball bat,baseball glove,skateboard,surfboard,tennis racket,bottle,wine glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot dog,pizza,donut,cake,chair,couch,potted plant,bed,dining table,toilet,tv,laptop,mouse,remote,keyboard,cell phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy bear,hair drier,toothbrush"
  • Description: COCO-style animal detection dataset with various species

5. Medical X-Ray

  • Handle: paultimothymooney/chest-xray-pneumonia
  • Classes: 2
  • Names: "normal,pneumonia"
  • Description: Chest X-ray images for pneumonia detection

6. License Plate Detection

  • Handle: andrewmvd/car-plate-detection
  • Classes: 1
  • Names: "license_plate"
  • Description: Images of cars with license plate annotations for detection