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README.md

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`trackers` is a unified library offering clean room re-implementations of leading multi-object tracking algorithms. Its modular design allows you to easily swap trackers and integrate them with object detectors from various libraries like `ultralytics`, `inference`, `mmdetection`, or `transformers`.
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| Tracker | Paper | MOTA | Year | Status | Colab |
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| :--------- |:---------------------------------------------------------------------------------------------------------------|:-----|:-----|:-------|:--------------------------------------------------------------------------|
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| SORT | [![arXiv](https://img.shields.io/badge/arXiv-1602.00763-b31b1b.svg)](https://arxiv.org/abs/1602.00763) | 74.6 | 2016 || [![colab](https://colab.research.google.com/assets/colab-badge.svg)](...) |
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| DeepSORT | [![arXiv](https://img.shields.io/badge/arXiv-1703.07402-b31b1b.svg)](https://arxiv.org/abs/1703.07402) | 75.4 | 2017 || [![colab](https://colab.research.google.com/assets/colab-badge.svg)](...) |
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| ByteTrack | [![arXiv](https://img.shields.io/badge/arXiv-2110.06864-b31b1b.svg)](https://arxiv.org/abs/2110.06864) | 77.8 | 2021 | | |
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| OC-SORT | [![arXiv](https://img.shields.io/badge/arXiv-2203.14360-b31b1b.svg)](https://arxiv.org/abs/2203.14360) | 75.9 | 2022 | | |
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| BoT-SORT | [![arXiv](https://img.shields.io/badge/arXiv-2206.14651-b31b1b.svg)](https://arxiv.org/abs/2206.14651) | 77.8 | 2022 | | |
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We are actively working on adding more trackers (ByteTrack, OC-SORT, BoT-SORT) and plan to introduce tracker fine-tuning and enhanced Re-Identification (ReID) capabilities soon.
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## Installation
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Pip install the `trackers` package in a [**Python>=3.9**](https://www.python.org/) environment.

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