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Playing for 3D Human Recovery (TPAMI 2024)
Updates
- [2024-10-02] GTA-Human datasets are now available on HuggingFace!
- [2024-09-19] Release of GTA-Human II Dataset
- [2022-07-08] Release of GTA-Human Dataset on MMHuman3D
Datasets
Please click on the dataset name for download links and visualization instructions.
Features | GTA-Human | GTA-Human II |
---|---|---|
Num of Scenes | 20,005 | 10,224 |
Num of Person Sequences | 20,005 | 35,352 |
Color Images | Yes | Yes |
3D BBox & Point Cloud | No | Yes |
Parametric Model | SMPL | SMPL-X |
Num of Persons per Scene | 1 | 1-6 |
Citation
@ARTICLE{10652891,
author={Cai, Zhongang and Zhang, Mingyuan and Ren, Jiawei and Wei, Chen and Ren, Daxuan and Lin, Zhengyu and Zhao, Haiyu and Yang, Lei and Loy, Chen Change and Liu, Ziwei},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
title={Playing for 3D Human Recovery},
year={2024},
volume={},
number={},
pages={1-12},
keywords={Three-dimensional displays;Annotations;Synthetic data;Shape;Training;Parametric statistics;Solid modeling;Human Pose and Shape Estimation;3D Human Recovery;Parametric Humans;Synthetic Data;Dataset},
doi={10.1109/TPAMI.2024.3450537}
}
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