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Add weights model
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.gitignore

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weights/
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*.mp4
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.env

README.md

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### Face Tracking
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1. **ByteTrack**
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- ByteTrack is a sophisticated face tracking algorithm that excels in tracking faces across consecutive frames. It ensures the robust and accurate tracking of individuals in real-time video streams.
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<p align="center">
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<img src="./assets/bytetrack.png" alt="ByteTrack" />
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<br>
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<em>ByteTrack is a simple, fast and strong multi-object tracker.</em>
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</p>
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### Matching Algorithm
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## Reference
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- [ByteTrack](https://github.com/ifzhang/ByteTrack)
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- [Yolov5-face](https://github.com/deepcam-cn/yolov5-face)
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- [InsightFace - ArcFace](https://github.com/deepinsight/insightface/tree/master/recognition/arcface_torch)
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- [InsightFace-REST](https://github.com/SthPhoenix/InsightFace-REST)

assets/bytetrack.png

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face_alignment/README.md

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face_detection/README.md

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face_detection/scrfd/README.md

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## Download Weights:
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- https://drive.google.com/drive/folders/1C9RzReAihJQRl8EJOX6vQj7qbHBPmzME?usp=sharing
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## Download Weights:
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- https://drive.google.com/drive/folders/1CGq-2AfcSyWGwZWs9sIzQ1BXhRkPGgxF?usp=sharing

face_recognition/README.md

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face_recognition/arcface/README.md

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## Download Weights:
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- https://drive.google.com/drive/folders/1CHHb_7wbvfjKPFNKVBb76lL5sVfBLcv5?usp=sharing

face_tracking/pretrained/README.md

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## Model zoo
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| Model | MOTA | IDF1 | IDs | FPS |
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| --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---- | ---- | --- | ---- |
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| bytetrack_x_mot17 [[google]](https://drive.google.com/file/d/1P4mY0Yyd3PPTybgZkjMYhFri88nTmJX5/view?usp=sharing), [[baidu(code:ic0i)]](https://pan.baidu.com/s/1OJKrcQa_JP9zofC6ZtGBpw) | 90.0 | 83.3 | 422 | 29.6 |
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| bytetrack_l_mot17 [[google]](https://drive.google.com/file/d/1XwfUuCBF4IgWBWK2H7oOhQgEj9Mrb3rz/view?usp=sharing), [[baidu(code:1cml)]](https://pan.baidu.com/s/1242adimKM6TYdeLU2qnuRA) | 88.7 | 80.7 | 460 | 43.7 |
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| bytetrack_m_mot17 [[google]](https://drive.google.com/file/d/11Zb0NN_Uu7JwUd9e6Nk8o2_EUfxWqsun/view?usp=sharing), [[baidu(code:u3m4)]](https://pan.baidu.com/s/1fKemO1uZfvNSLzJfURO4TQ) | 87.0 | 80.1 | 477 | 54.1 |
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| bytetrack_s_mot17 [[google]](https://drive.google.com/file/d/1uSmhXzyV1Zvb4TJJCzpsZOIcw7CCJLxj/view?usp=sharing), [[baidu(code:qflm)]](https://pan.baidu.com/s/1PiP1kQfgxAIrnGUbFP6Wfg) | 79.2 | 74.3 | 533 | 64.5 |
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## Reference
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- https://github.com/ifzhang/ByteTrack?tab=readme-ov-file#model-zoo

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