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--- |
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license: mit |
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tags: |
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- object-detection |
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- computer-vision |
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- sort |
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- tracker |
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- bytetracker |
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--- |
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### Model Description |
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[ByteTrack](https://arxiv.org/abs/2110.06864): Multi-Object Tracking by Associating Every Detection Box |
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<img src="https://raw.githubusercontent.com/ifzhang/ByteTrack/main/assets/sota.png" width="500"/> |
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### Installation |
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``` |
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pip install bytetracker |
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``` |
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### Tracker |
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```python |
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from bytetracker import BYTETracker |
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tracker = BYTETracker(args) |
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for image in images: |
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dets = detector(image) |
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online_targets = tracker.update(dets) |
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``` |
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### BibTeX Entry and Citation Info |
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``` |
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@article{zhang2022bytetrack, |
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title={ByteTrack: Multi-Object Tracking by Associating Every Detection Box}, |
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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}, |
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booktitle={Proceedings of the European Conference on Computer Vision (ECCV)}, |
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year={2022} |
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} |
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``` |
