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mikel-brostrom authored May 27, 2023
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This repo contains a collections of state-of-the-art multi-object trackers. Some of them are based on motion only, others on motion + appearance description. For the latter, state-of-the-art ReID model are downloaded automatically as well. Supported ones at the moment are: [DeepOCSORT](https://arxiv.org/abs/2302.11813) [LightMBN](https://arxiv.org/pdf/2101.10774.pdf), [BoTSORT](https://arxiv.org/abs/2206.14651) [LightMBN](https://github.com/jixunbo/LightMBN)[](https://arxiv.org/pdf/2101.10774.pdf), [StrongSORT](https://github.com/dyhBUPT/StrongSORT)[](https://arxiv.org/abs/2202.13514) [LightMBN](https://github.com/jixunbo/LightMBN)[](https://arxiv.org/pdf/2101.10774.pdf), [OCSORT](https://github.com/noahcao/OC_SORT)[](https://arxiv.org/abs/2203.14360) and [ByteTrack](https://github.com/ifzhang/ByteTrack)[](https://arxiv.org/abs/2110.06864).

We provide examples on how to use this package together with popular object detection models. Right now [Yolov8](https://github.com/ultralytics) and [Yolo-NAS](https://github.com/Deci-AI/super-gradients) are available. YOLOX coming soon.
We provide examples on how to use this package together with popular object detection models. Right now [Yolov8](https://github.com/ultralytics), [Yolo-NAS](https://github.com/Deci-AI/super-gradients) and YOLOX are available.

<details>
<summary>Tutorials</summary>
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## Installation


```
pip install boxmot
```

Grab a coffee, this may take a few minutes
in a [**Python>=3.8**](https://www.python.org/) environment with [**PyTorch>=1.7**](https://pytorch.org/get-started/locally/). Grab a coffee, this may take a few minutes.


## YOLOv8 | YOLO-NAS | YOLOX | tracking examples

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