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object-detection

To run this:

  • pip3 install -r requirements.txt
  • To generate a object detection image on images/dog.jpg:
    python yolov8_opencv.py images/dog.jpg
    
    A new image dog_yolo8.jpg will appear which has the bounding boxes of different objects in the image.
  • For live object detection:
    python live_yolov8_opencv.py
    
  • If you want to read from a video file and make predictions:
    python read_video_yolov8.py 1.mp4
    
    This will start detecting objects in that video, in the end, it'll save the resulting video to output.avi
  • Old files for YOLOv3: yolo_opencv.py, live_yolo_opencv.py, read_video.py
  • Feel free to edit the codes for your needs!