Datasetpublic

caizhongang/GTA-Human

Playing for 3D Human Recovery (TPAMI 2024) Homepage Toolbox Paper 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… See the full description on the dataset page: https://huggingface.co/datasets/caizhongang/GTA-Human.

sourceHugging Faceotherupdated 2y agoView on Hugging Face

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Dataset Card

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](https://caizhongang.com/projects/GTA-Human/gta-human.html)	[GTA-Human II](https://caizhongang.com/projects/GTA-Human/gta-human_v2.html)
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

text

@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}
}