The google colab file link for yolov8 object detection and tracking is provided below, you can check the implementation in Google Colab, and its a single click implementation ,you just need to select the Run Time as GPU, and click on Run All.
- Clone the repository
git clone https://github.com/MuhammadMoinFaisal/YOLOv8-DeepSORT-Object-Tracking.git
- Goto the cloned folder.
cd YOLOv8-DeepSORT-Object-Tracking
- Install the requirements
pip install -r requirements.txt
- To use the YOLOv8 Command Line Interface, install the Ultralytics Package
pip install ultralytics
- Setting the Directory.
cd yolo/v8/detect
- Downloading the DeepSORT Files From The Google Drive ,place them into the yolo/v8/detect folder
https://drive.google.com/drive/folders/1kna8eWGrSfzaR6DtNJ8_GchGgPMv3VC8?usp=sharing
- Downloading a Sample Video from the Google Drive
gdown "https://drive.google.com/uc?id=1rjBn8Fl1E_9d0EMVtL24S9aNQOJAveR5&confirm=t"
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Run the code with mentioned command below.
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For yolov8 object detection + Tracking
python tracking.py model=yolov8l.pt source="test3.mp4" show=True
