ByteTrack implementation for person tracking using PyTorch

Installation

conda create -n ByteTrack python=3.8
conda activate ByteTrack
conda install pytorch torchvision torchaudio cudatoolkit=10.2 -c pytorch-lts
pip install opencv-python==4.5.5.64
pip install scipy

Note

• The default person detector is YOLOv8-nano

Test

• Configure your video path in main.py for testing
• Run python main.py for testing

Results

Reference

• https://github.com/ultralytics/ultralytics
• https://github.com/jahongir7174/YOLOv8-pt