Junhao Liang
46 lines
4.0 KiB
Markdown
46 lines
4.0 KiB
Markdown
# Skeleton Model Zoo
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### [OUMVLP-Pose](https://ieeexplore.ieee.org/abstract/document/9139355/)
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| Model | Pose Estimator | Rank-1 (alphapose format) | Rank-1 (COCO2017 format) | Download checkpoint |
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|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|:--------------:|:-------------------------:|:------------------------:|:--------:|
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| [GaitGraph1](https://ieeexplore.ieee.org/document/9506717) | AlphaPose | 2.81 | 4.25 | [alphapose format](https://huggingface.co/opengait/OpenGait/tree/main/OUMVLP/GaitGraph1/GaitGraph1_phase1), [coco2017 format](https://huggingface.co/opengait/OpenGait/tree/main/OUMVLP/GaitGraph1/GaitGraph1_phase1_17)|
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| [GaitGraph2](https://openaccess.thecvf.com/content/CVPR2022W/Biometrics/papers/Teepe_Towards_a_Deeper_Understanding_of_Skeleton-Based_Gait_Recognition_CVPRW_2022_paper) | AlphaPose | 62.10 | 70.75 |[alphapose format](https://huggingface.co/opengait/OpenGait/tree/main/OUMVLP/GaitGraph2/GaitGraph2_phase2), [coco2017 format](https://huggingface.co/opengait/OpenGait/tree/main/OUMVLP/GaitGraph2/GaitGraph2_phase2_17)|
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| [GaitTR](https://arxiv.org/abs/2204.03873) | AlphaPose | 40.31 | 39.78 | [alphapose format](https://huggingface.co/opengait/OpenGait/tree/main/OUMVLP/GaitTR/GaitTR), [coco2017 format](https://huggingface.co/opengait/OpenGait/tree/main/OUMVLP/GaitTR/GaitTR)|
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### [GREW-Pose](http://openaccess.thecvf.com/content/ICCV2021/html/Zhu_Gait_Recognition_in_the_Wild_A_Benchmark_ICCV_2021_paper.html)
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| Model | Pose Estimator | Rank-1 | Download checkpoint |
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| :----------------------------------------------------------: | :------------: |:------:|:------:|
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| [GaitGraph1](https://ieeexplore.ieee.org/document/9506717) | HRNet | 9.82 |https://huggingface.co/opengait/OpenGait/tree/main/GREW/GaitGraph1/GaitGraph1_phase1|
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| [GaitGraph2](https://openaccess.thecvf.com/content/CVPR2022W/Biometrics/papers/Teepe_Towards_a_Deeper_Understanding_of_Skeleton-Based_Gait_Recognition_CVPRW_2022_paper) | HRNet | 34.61 |https://huggingface.co/opengait/OpenGait/tree/main/GREW/GaitGraph2/GaitGraph2|
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| [GaitTR](https://arxiv.org/abs/2204.03873) | HRNet | 48.60 |https://huggingface.co/opengait/OpenGait/tree/main/GREW/GaitTR/GaitTR|
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### [Gait3D-Pose](https://openaccess.thecvf.com/content/CVPR2022/html/Zheng_Gait_Recognition_in_the_Wild_With_Dense_3D_Representations_and_CVPR_2022_paper.html)
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| Model | Pose Estimator | Rank-1 |Download checkpoint|
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| :----------------------------------------------------------: | :------------: |:------:|:------:|
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| [GaitGraph1](https://ieeexplore.ieee.org/document/9506717) | HRNet | 9.00 |https://huggingface.co/opengait/OpenGait/tree/main/Gait3D/GaitGraph1/GaitGraph1_phase1|
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| [GaitGraph2](https://openaccess.thecvf.com/content/CVPR2022W/Biometrics/papers/Teepe_Towards_a_Deeper_Understanding_of_Skeleton-Based_Gait_Recognition_CVPRW_2022_paper) | HRNet | 11.00 |https://huggingface.co/opengait/OpenGait/tree/main/Gait3D/GaitGraph2/GaitGraph2|
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| [GaitTR](https://arxiv.org/abs/2204.03873) | HRNet | 7.20 |https://huggingface.co/opengait/OpenGait/tree/main/Gait3D/GaitTR/GaitTR|
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**Note:**
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* We greatly appreciate the contributions of the author mentioned above.
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* We are very grateful for the contribution of the fastpositait team.
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