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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
OpenMMLab Rotated Object Detection Toolbox and Benchmark
| Date | Stars |
|---|---|
| 2026-07-24 | 2158 |
| 2026-07-25 | 2158 |
| 2026-07-28 | 2158 |
| 2026-07-30 | 2158 |
| 2026-08-06 | 2158 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
<div align="center">
<img src="resources/mmrotate-logo.png" width="450"/>
<div> </div>
<div align="center">
<b><font size="5">OpenMMLab website</font></b>
<sup>
<a href="https://openmmlab.com">
<i><font size="4">HOT</font></i>
</a>
</sup>
<b><font size="5">OpenMMLab platform</font></b>
<sup>
<a href="https://platform.openmmlab.com">
<i><font size="4">TRY IT OUT</font></i>
</a>
</sup>
</div>
<div> </div>
[](https://pypi.org/project/mmrotate)
[](https://mmrotate.readthedocs.io/en/latest/)
[](https://github.com/open-mmlab/mmrotate/actions)
[](https://codecov.io/gh/open-mmlab/mmrotate)
[](https://github.com/open-mmlab/mmrotate/blob/main/LICENSE)
[](https://github.com/open-mmlab/mmrotate/issues)
[](https://github.com/open-mmlab/mmrotate/issues)
[📘Documentation](https://mmrotate.readthedocs.io/en/latest/) |
[🛠️Installation](https://mmrotate.readthedocs.io/en/latest/install.html) |
[👀Model Zoo](https://mmrotate.readthedocs.io/en/latest/model_zoo.html) |
[🆕Update News](https://mmrotate.readthedocs.io/en/latest/changelog.html) |
[🚀Ongoing Projects](https://github.com/open-mmlab/mmrotate/projects) |
[🤔Reporting Issues](https://github.com/open-mmlab/mmrotate/issues/new/choose)
</div>
<!--中/英 文档切换-->
<div align="center">
English | [简体中文](README_zh-CN.md)
</div>
## Introduction
MMRotate is an open-source toolbox for rotated object detection based on PyTorch.
It is a part of the [OpenMMLab project](https://github.com/open-mmlab).
The master branch works with **PyTorch 1.6+**.
https://user-images.githubusercontent.com/10410257/154433305-416d129b-60c8-44c7-9ebb-5ba106d3e9d5.MP4
<details open>
<summary><b>Major Features</b></summary>
- **Support multiple angle representations**
MMRotate provides three mainstream angle representations to meet different paper settings.
- **Modular Design**
We decompose the rotated object detection framework into different components,
which makes it much easy and flexible to build a new model by combining different modules.
- **Strong baseline and State of the art**
The toolbox provides strong baselines and state-of-the-art methods in rotated object detection.
</details>
## What's New
### Highlight
We are excited to announce our latest work on real-time object recognition tasks, **RTMDet**, a family of fully convolutional single-stage detectors. RTMDet not only achieves the best parameter-accuracy trade-off on object detection from tiny to extra-large model sizes but also obtains new state-of-the-art performance on instance segmentation and rotated object detection tasks. Details can be found in the [technical report](https://arxiv.org/abs/2212.07784). Pre-trained models are [here](https://github.com/open-mmlab/mmrotate/tree/1.x/configs/rotated_rtmdet).
[](https://paperswithcode.com/sota/real-time-instance-segmentation-on-mscoco?p=rtmdet-an-empirical-study-of-designing-real)
[](https://paperswithcode.com/sota/object-detection-in-aerial-images-on-dota-1?p=rtmdet-an-empirical-study-of-designing-real)
[
Yue Zhou · BUPT -> SJTU -> NTU -> ECNU · China
53
Xue Yang · AP@SJTU (25-), Researcher@PJLab (23-25) · China
17
12
jbwang1997 · NWPU -> NKU · China
11
10
Wenwei Zhang · MMLab, NTU · Singapore
6
Shanghai AI Laboratory · China
5
3
2
Central South University · China
2
2
1
1
1
1
1
1
1
Kelvin Chiu · China
1
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:1da3e1af0cbd3f37, topic:pytorch