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🎉🎉🎉 **[*OpenGait*](https://openaccess.thecvf.com/content/CVPR2023/papers/Fan_OpenGait_Revisiting_Gait_Recognition_Towards_Better_Practicality_CVPR_2023_paper.pdf) has been accpected by CVPR2023 as a highlight paper！** 🎉🎉🎉 -->
OpenGait is a flexible and extensible gait recognition project provided by the [Shiqi Yu Group](https://faculty.sustech.edu.cn/yusq/) and supported in part by [WATRIX.AI](http://www.watrix.ai).
OpenGait is a flexible and extensible gait analysis project provided by the [Shiqi Yu Group](https://faculty.sustech.edu.cn/yusq/) and supported in part by [WATRIX.AI](http://www.watrix.ai).
The corresponding [paper](https://openaccess.thecvf.com/content/CVPR2023/papers/Fan_OpenGait_Revisiting_Gait_Recognition_Towards_Better_Practicality_CVPR_2023_paper.pdf) has been accepted by CVPR2023 as a highlight paper.
## What's New
- **[Jun 2024]**
The code of [ScoNet](https://zhouzi180.github.io/Scoliosis1K) is released [here](opengait/modeling/models/sconet.py), and you can refer to [readme](configs/sconet) for details.
The first large-scale gait-based scoliosis screening benchmark [ScoNet](https://zhouzi180.github.io/Scoliosis1K) is accepted to MICCAI2024🎉 Congratulations to [Zirui](https://github.com/zhouzi180)! This is his FIRST paper! The code is released [here](opengait/modeling/models/sconet.py), and you can refer to [readme](configs/sconet) for details.
- **[May 2024]**
The code of Large Vision Model based method [BigGait](https://arxiv.org/pdf/2402.19122) is available at [here](opengait/modeling/models/BigGait.py). [CCPG's checkpoints](https://huggingface.co/opengait/OpenGait).
- **[Apr 2024]**
@@ -22,10 +22,10 @@ Our team's latest checkpoints for projects such as DeepGaitv2, SkeletonGait, Ske
- **[Mar 2024]** The code of [SkeletonGait++](https://arxiv.org/pdf/2311.13444.pdf) is released [here](opengait/modeling/models/skeletongait%2B%2B.py), and you can refer to [readme](configs/skeletongait) for details.
- **[Mar 2024]** [BigGait](https://arxiv.org/pdf/2402.19122.pdf) has been accepted to CVPR2024🎉 Congratulations to [Dingqiang](https://faculty.sustech.edu.cn/?p=161709&tagid=yusq&cat=2&iscss=1&snapid=1&go=1&orderby=date)! This is his FIRST paper!
- **[Jan 2024]** The code of transfomer-based [SwinGait](https://arxiv.org/pdf/2303.03301.pdf) is available at [here](opengait/modeling/models/swingait.py).
- **[Dec 2023]** A new state-of-the-art baseline, i.e., [DeepGaitV2](https://arxiv.org/pdf/2303.03301.pdf), is available at [here](opengait/modeling/models/deepgaitv2.py)!
- [Nov 2023] The first million-level unlabeled gait dataset, i.e., [GaitLU-1M](https://ieeexplore.ieee.org/document/10242019), is released and supported in [datasets/GaitLU-1M](datasets/GaitLU-1M/README.md).
- [Dec 2023] A new state-of-the-art baseline, i.e., [DeepGaitV2](https://arxiv.org/pdf/2303.03301.pdf), is available at [here](opengait/modeling/models/deepgaitv2.py)!
<!-- - [Nov 2023] The first million-level unlabeled gait dataset, i.e., [GaitLU-1M](https://ieeexplore.ieee.org/document/10242019), is released and supported in [datasets/GaitLU-1M](datasets/GaitLU-1M/README.md).
- [Oct 2023] Several representative pose-based methods are supported in [opengait/modeling/models](./opengait/modeling/models). This feature is mainly inherited from [FastPoseGait](https://github.com/BNU-IVC/FastPoseGait). Many thanks to the contributors😊.
<!-- - [July 2023] [CCPG](https://github.com/BNU-IVC/CCPG) is supported in [datasets/CCPG](./datasets/CCPG). -->
- [July 2023] [CCPG](https://github.com/BNU-IVC/CCPG) is supported in [datasets/CCPG](./datasets/CCPG). -->
<!-- - - - [July 2023] [SUSTech1K](https://lidargait.github.io) is released and supported in [datasets/SUSTech1K](./datasets/SUSTech1K).
[May 2023] A real gait recognition system [All-in-One-Gait](https://github.com/jdyjjj/All-in-One-Gait) provided by [Dongyang Jin](https://github.com/jdyjjj) is available.
[Apr 2023] [CASIA-E](datasets/CASIA-E/README.md) is supported by OpenGait.
@@ -78,12 +78,13 @@ Results of pose-based gait recognition are available [here](./docs/1.1.skeleton_
## Authors:
**OpenGait Team (OGT)**
- [Chao Fan (樊超)](https://chaofan996.github.io), 12131100@mail.sustech.edu.cn
- [Chuanfu Shen (沈川福)](https://chuanfushen.github.io), 11950016@mail.sustech.edu.cn
- [Junhao Liang (梁峻豪)](https://faculty.sustech.edu.cn/?p=95401&tagid=yusq&cat=2&iscss=1&snapid=1&orderby=date), 12132342@mail.sustech.edu.cn
Now OpenGait is mainly maintained by [Dongyang Jin (金东阳)](https://github.com/jdyjjj), 11911221@mail.sustech.edu.cn
## Acknowledgement
- GLN: [Saihui Hou (侯赛辉)](http://home.ustc.edu.cn/~saihui/index_english.html)
- GaitGL: [Beibei Lin (林贝贝)](https://scholar.google.com/citations?user=KyvHam4AAAAJ&hl=en&oi=ao)