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Update README.MD-ScoNet

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@@ -12,6 +12,8 @@ OpenGait is a flexible and extensible gait recognition project provided by the [
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. 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 ## What's New
- **[Jun 2024]**
The code of [ScoNet](https://arxiv.org/pdf/2311.13444.pdf) is released [here](opengait/modeling/models/sconet.py), and you can refer to [readme](configs/sconet) for details.
- **[May 2024]** - **[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). 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]** - **[Apr 2024]**
@@ -32,6 +34,7 @@ Our team's latest checkpoints for projects such as DeepGaitv2, SkeletonGait, Ske
- [Mar 2022] Dataset [GREW](https://www.grew-benchmark.org) is supported in [datasets/GREW](./datasets/GREW). --> - [Mar 2022] Dataset [GREW](https://www.grew-benchmark.org) is supported in [datasets/GREW](./datasets/GREW). -->
## Our Publications ## Our Publications
- [**MICCAI'24**] Gait Patterns as Biomarkers: A Video-Based Approach for Classifying Scoliosis, [*Paper*](https://zhouzi180.github.io/Scoliosis1K)(Coming soon), [*Dataset*](https://zhouzi180.github.io/Scoliosis1K)(Coming soon), and [*Code*](opengait/modeling/models/sconet.py).
- [**CVPR'24**] BigGait: Learning Gait Representation You Want by Large Vision Models. [*Paper*](https://arxiv.org/pdf/2402.19122.pdf), and [*Code*](opengait/modeling/models/BigGait.py). - [**CVPR'24**] BigGait: Learning Gait Representation You Want by Large Vision Models. [*Paper*](https://arxiv.org/pdf/2402.19122.pdf), and [*Code*](opengait/modeling/models/BigGait.py).
- [**AAAI'24**] SkeletonGait++: Gait Recognition Using Skeleton Maps. [*Paper*](https://arxiv.org/pdf/2311.13444.pdf), and [*Code*](opengait/modeling/models/skeletongait%2B%2B.py). - [**AAAI'24**] SkeletonGait++: Gait Recognition Using Skeleton Maps. [*Paper*](https://arxiv.org/pdf/2311.13444.pdf), and [*Code*](opengait/modeling/models/skeletongait%2B%2B.py).
- [**AAAI'24**] Cross-Covariate Gait Recognition: A Benchmark. [*Paper*](https://arxiv.org/pdf/2312.14404.pdf), [*Dataset*](https://github.com/ShinanZou/CCGR), and [*Code*](https://github.com/ShiqiYu/OpenGait/blob/master/opengait/modeling/models/deepgaitv2.py). - [**AAAI'24**] Cross-Covariate Gait Recognition: A Benchmark. [*Paper*](https://arxiv.org/pdf/2312.14404.pdf), [*Dataset*](https://github.com/ShinanZou/CCGR), and [*Code*](https://github.com/ShiqiYu/OpenGait/blob/master/opengait/modeling/models/deepgaitv2.py).