3D Body Keypoint Datasets¶
It is recommended to symlink the dataset root to $MMPOSE/data
.
If your folder structure is different, you may need to change the corresponding paths in config files.
MMPose supported datasets:
H3WB [ Homepage ]
H3WB¶
H3WB (ICCV'2023)
@InProceedings{Zhu_2023_ICCV,
author = {Zhu, Yue and Samet, Nermin and Picard, David},
title = {H3WB: Human3.6M 3D WholeBody Dataset and Benchmark},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
month = {October},
year = {2023},
pages = {20166-20177}
}
For H3WB, please follow the document to download Human3.6M dataset, then download the H3WB annotations from the official webpage. NOTES: please follow their updates to download the annotations.
The data should have the following structure:
mmpose
├── mmpose
├── docs
├── tests
├── tools
├── configs
`── data
├── h36m
├── annotation_body3d
| ├── cameras.pkl
| ├── h3wb_train.npz
| ├── fps50
| | ├── h36m_test.npz
| | ├── h36m_train.npz
| | ├── joint2d_rel_stats.pkl
| | ├── joint2d_stats.pkl
| | ├── joint3d_rel_stats.pkl
| | `── joint3d_stats.pkl
| `── fps10
| ├── h36m_test.npz
| ├── h36m_train.npz
| ├── joint2d_rel_stats.pkl
| ├── joint2d_stats.pkl
| ├── joint3d_rel_stats.pkl
| `── joint3d_stats.pkl
`── images
├── S1
| ├── S1_Directions_1.54138969
| | ├── S1_Directions_1.54138969_00001.jpg
| | ├── S1_Directions_1.54138969_00002.jpg
| | ├── ...
| ├── ...
├── S5
├── S6
├── S7
├── S8
├── S9
`── S11