Clone the repository
Install the ultralytics package

pip install ultralytics

For macos

  export PATH="/Library/Frameworks/Python.framework/Versions/3.10/bin:$PATH"
   /bin/chmod +x /usr/local/bin/yolo

Do Tracking with mentioned command below

video

yolo task=detect mode=predict model=yolov8m-football.pt conf=0.25 imgsz=1280 line_width=1 source=test.mp4 show=true

yolo task=detect mode=predict model=yolov8s-football.pt conf=0.25 imgsz=1280 line_width=1 source=test.mp4 show=true

Get the model files here: https://drive.google.com/drive/folders/1AqfV35JcWXoxOOpAv8O_9wF57xmXbZVZ?usp=share_link