moaaztaha/sacks-tracking-and-counting-using-yolov5-deepsort-and-supervision

Using Yolov5, DeepSort and Supervision to track the number of sacks loaded onto and off of a truck.

Sacks Tracking and Counting using Yolov5, DeepSort and Supervision

Using Yolov5, DeepSort and Supervision to track the number of sacks loaded onto and off of a truck.

How to run

After cloning the repo:

1. Install requirements
   • pip install -r requirements.txt
2. Open Jupyter notebook
3. Open Tracking and Counting Sacks.ipynb notebook
   • Change model path to your Yolov5 model.
   • Change SOURCE_VIDEO_PATH to your video path.
   • Change LINE_START and LINE_END to position your counting line.

• Run the notebook.

Resources

https://github.com/ultralytics/yolov5

https://github.com/levan92/deep_sort_realtime

https://github.com/roboflow/supervision