Object Tracking | YOLONAS + DeepSORT

An object tracking system using YOLONAS and DeepSORT

Demo

out.mp4

Setup

1. Make an python env using the following command: python3 -m venv ./venv
2. Install the dependencies using the following command: pip install -r requirements.txt
3. Download the following checkpoint which is for DeepSORT. The ckpt for YOLONAS will be downloaded automatically in the first run `

• https://drive.google.com/file/d/1lfCXBm5ltH-6CjJ1a5rqiZoWgGmRsZSY/view?usp=drive_link `

Inference

Refs:

Thanks for this repo for DeepSORT algorithm and some utility functions https://github.com/ModelBunker/Deep-SORT-PyTorch