Metadata-Version: 2.1
Name: strongsort
Version: 0.1.0
Summary: StrongSORT: Make DeepSORT Great Again
Home-page: https://github.com/goksenin-uav/strongsort-pip
Author: kadirnar
License: MIT
Keywords: machine-learning,deep-learning,ml,pytorch,vision,loss,image-classification,video-classification
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Education
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.7
Description-Content-Type: text/markdown
Provides-Extra: tests
Provides-Extra: dev
License-File: LICENSE

<div align="center">
<h1>
  StrongSort-Pip: Packaged version of StrongSort 
</h1>
<h4>
    <img width="700" alt="teaser" src="doc/uav.gif">
</h4>
</div>

## <div align="center">Overview</div>

This repo is a packaged version of the [StrongSort](https://github.com/dyhBUPT/StrongSORT) algorithm.
### Installation
```
pip install strongsort
```

### Detection Model + StrongSort 
```python
from strong_sort import StrongSORT

tracker = StrongSORT(model_weights='model.pth', device='cuda')
pred = model(img)
for i, det in enumerate(pred):
    det[i] = tracker[i].update(boxes, confs, cls, im0s)
```

## Citations
```bibtex
@article{du2022strongsort,
  title={Strongsort: Make deepsort great again},
  author={Du, Yunhao and Song, Yang and Yang, Bo and Zhao, Yanyun},
  journal={arXiv preprint arXiv:2202.13514},
  year={2022}
}
```

### Reference:
 - [Yolov5-Pip](https://github.com/fcakyon/yolov5-pip)
 - [Strongsort](https://github.com/dyhBUPT/StrongSORT)


