readme: ---
  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}
  }
  ```