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--- |
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license: gpl-3.0 |
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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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- strongsort |
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--- |
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### Model Description |
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[StrongSort](https://arxiv.org/abs/2202.13514): Make DeepSORT Great Again |
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<img src="https://raw.githubusercontent.com/dyhBUPT/StrongSORT/master/assets/MOTA-IDF1-HOTA.png" width="1000"/> |
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### Installation |
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``` |
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pip install strongsort |
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``` |
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### Tracker |
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```python |
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from strong_sort import StrongSORT |
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tracker = StrongSORT(model_weights='model.pt', device='cuda') |
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pred = model(img) |
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for i, det in enumerate(pred): |
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det[i] = tracker[i].update(detection, im0s) |
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``` |
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### BibTeX Entry and Citation Info |
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``` |
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@article{du2022strongsort, |
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title={Strongsort: Make deepsort great again}, |
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author={Du, Yunhao and Song, Yang and Yang, Bo and Zhao, Yanyun}, |
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journal={arXiv preprint arXiv:2202.13514}, |
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year={2022} |
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} |
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``` |
