| --- |
| 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} |
| } |
| ``` |
