---
license: mit
tags:
- object-detection
- computer-vision
- sort
- tracker
- bytetracker
---

### Model Description
[ByteTrack](https://arxiv.org/abs/2110.06864): Multi-Object Tracking by Associating Every Detection Box
<img src="https://raw.githubusercontent.com/ifzhang/ByteTrack/main/assets/sota.png" width="500"/>

### Installation
```
pip install bytetracker
```

### Tracker
```python
from bytetracker import BYTETracker

tracker = BYTETracker(args)
for image in images:
   dets = detector(image)
   online_targets = tracker.update(dets)
```

### BibTeX Entry and Citation Info
 ```
@article{zhang2022bytetrack,
  title={ByteTrack: Multi-Object Tracking by Associating Every Detection Box},
  author={Zhang, Yifu and Sun, Peize and Jiang, Yi and Yu, Dongdong and Weng, Fucheng and Yuan, Zehuan and Luo, Ping and Liu, Wenyu and Wang, Xinggang},
  booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
  year={2022}
}
```