Datasets:
Languages:
English
Size:
100B<n<1T
ArXiv:
Tags:
Human Pose and Shape Estimation
Multi-modal
Mobile Device
3D Vision
Human Reconstruction
Motion Generation
License:
Update README.md
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README.md
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---
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license: other
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license_name: s-lab-license
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license_link: LICENSE
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---
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license: other
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license_name: s-lab-license
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license_link: LICENSE
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language:
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- en
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tags:
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- Human Pose and Shape Estimation
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- Multi-modal
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- Mobile Device
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- 3D Vision
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- Human Reconstruction
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- Motion Generation
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pretty_name: HuMMan
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size_categories:
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- 100B<n<1T
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---
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# HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling (ECCV 2022, Oral)
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- [Homepage](https://caizhongang.github.io/projects/HuMMan/)
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- [Toolbox](https://github.com/caizhongang/humman_toolbox/tree/main)
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- [Paper](https://arxiv.org/abs/2204.13686)
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## Updates
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- [2024-10-02] HuMMan is now available on HuggingFace!
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- [2024-09-10] Release of HuMMan v1.0: Motion Generation Subset (HuMMan-MoGen)
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- [2024-08-29] Release of HuMMan v1.0: 3D Vision Subset (HuMMan-Point)
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- [2024-08-29] We have changed our data host! All download instructions have been updated
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- [2024-07-27] HuMMan-Recon: Release of depth maps for the Reconstruction Subset
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- [2023-04-25] HuMMan-Recon: Release of manually annotated masks for color images in the test split
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- [2023-02-27] HuMMan-Recon: Downloads are organized by modalities, links have been updated
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- [2023-01-23] HuMMan-Recon: Release of textured meshes for the Reconstruction Subset, and a toolbox
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- [2023-01-23] HuMMan-Recon: Minor fixes on the mask data, download links have been updated
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- [2023-01-11] Release of HuMMan v1.0: Reconstruction Subset (HuMMan-Recon)
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- [2022-10-27] We presented HuMMan as an oral paper at ECCV'22 (Tel Aviv, Israel)
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- [2022-08] Release of HuMMan v0.1 (no longer available, please use v1.0)
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## Datasets
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- [HuMMan-Recon](https://caizhongang.com/projects/HuMMan/recon.html): HuMMan v1.0: Reconstruction Subset
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- [HuMMan-Point](https://caizhongang.com/projects/HuMMan/point.html): HuMMan v1.0: 3D Vision Subset
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- [HuMMan-MoGen](https://caizhongang.com/projects/HuMMan/mogen.html): HuMMan v1.0: Motion Generation Subset
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## Citation
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Please cite our work if you use our datasets (`HuMMan-Recon`, `HuMMan-Point`, or `HuMMan-MoGen`) in your research.
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```text
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@inproceedings{cai2022humman,
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title={{HuMMan}: Multi-modal 4d human dataset for versatile sensing and modeling},
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author={Cai, Zhongang and Ren, Daxuan and Zeng, Ailing and Lin, Zhengyu and Yu, Tao and Wang, Wenjia and Fan,
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Xiangyu and Gao, Yang and Yu, Yifan and Pan, Liang and Hong, Fangzhou and Zhang, Mingyuan and
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Loy, Chen Change and Yang, Lei and Liu, Ziwei},
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booktitle={17th European Conference on Computer Vision, Tel Aviv, Israel, October 23--27, 2022,
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Proceedings, Part VII},
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pages={557--577},
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year={2022},
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organization={Springer}
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}
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```
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Please also cite *FineMoGen* if you use the `HuMMan-MoGen` subset.
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```text
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@article{zhang2023finemogen,
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title = {FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing},
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author = {Zhang, Mingyuan and Li, Huirong and Cai, Zhongang and Ren, Jiawei and Yang, Lei and Liu, Ziwei},
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year = {2023},
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journal = {NeurIPS},
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}
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```
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