mirror of https://github.com/open-mmlab/mmpose
78 lines
2.7 KiB
Markdown
78 lines
2.7 KiB
Markdown
# 3D Body Keypoint Datasets
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It is recommended to symlink the dataset root to `$MMPOSE/data`.
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If your folder structure is different, you may need to change the corresponding paths in config files.
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MMPose supported datasets:
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- [H3WB](#h3wb) \[ [Homepage](https://github.com/wholebody3d/wholebody3d) \]
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## H3WB
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<!-- [DATASET] -->
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<details>
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<summary align="right"><a href="https://arxiv.org/abs/2211.15692">H3WB (ICCV'2023)</a></summary>
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```bibtex
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@InProceedings{Zhu_2023_ICCV,
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author = {Zhu, Yue and Samet, Nermin and Picard, David},
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title = {H3WB: Human3.6M 3D WholeBody Dataset and Benchmark},
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booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
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month = {October},
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year = {2023},
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pages = {20166-20177}
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}
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```
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</details>
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<div align="center">
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<img src="https://user-images.githubusercontent.com/100993824/227770977-c8f00355-c43a-467e-8444-d307789cf4b2.png" height="300px">
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</div>
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For [H3WB](https://github.com/wholebody3d/wholebody3d), please follow the [document](3d_body_keypoint.md#human36m) to download [Human3.6M](http://vision.imar.ro/human3.6m/description.php) dataset, then download the H3WB annotations from the official [webpage](https://github.com/wholebody3d/wholebody3d). NOTES: please follow their [updates](https://github.com/wholebody3d/wholebody3d?tab=readme-ov-file#updates) to download the annotations.
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The data should have the following structure:
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```text
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mmpose
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├── mmpose
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├── docs
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├── tests
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├── tools
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├── configs
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`── data
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├── h36m
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├── annotation_body3d
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| ├── cameras.pkl
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| ├── h3wb_train.npz
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| ├── fps50
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| | ├── h36m_test.npz
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| | ├── h36m_train.npz
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| | ├── joint2d_rel_stats.pkl
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| | ├── joint2d_stats.pkl
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| | ├── joint3d_rel_stats.pkl
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| | `── joint3d_stats.pkl
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| `── fps10
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| ├── h36m_test.npz
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| ├── h36m_train.npz
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| ├── joint2d_rel_stats.pkl
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| ├── joint2d_stats.pkl
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| ├── joint3d_rel_stats.pkl
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| `── joint3d_stats.pkl
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`── images
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├── S1
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| ├── S1_Directions_1.54138969
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| | ├── S1_Directions_1.54138969_00001.jpg
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| | ├── S1_Directions_1.54138969_00002.jpg
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| | ├── ...
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| ├── ...
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├── S5
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├── S6
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├── S7
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├── S8
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├── S9
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`── S11
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```
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