README.md

metadata

pretty_name: DNA-Rendering-Processed
license: cc-by-nc-sa-4.0
configs:
  - config_name: previews
    data_files:
      - split: previews
        path: previews/previews-*
dataset_info:
  config_name: previews
  features:
    - name: scene
      dtype: string
    - name: camera
      dtype: string
    - name: frame
      dtype: string
    - name: thumbnail
      dtype: image
  splits:
    - name: previews
      num_bytes: 38632
      num_examples: 2
  download_size: 40477
  dataset_size: 38632
tags:
  - human
  - avatar
  - multi-view
  - video
  - 3d-generation
  - 3d-reconstruction
  - 4d-generation
  - 4d-reconstruction
task_categories:
  - image-to-3d
  - image-to-video

Diffuman4D Example Test Data

Project Page | Paper | Code | Model

This repo provides several example scenes for testing Diffuman4D. Note that these scenes are not part of the official DNA-Rendering dataset. For more testing (and training) data, see this repo.

Usage

See the GitHub repo for detailed usage.

Cite

@inproceedings{jin2025diffuman4d,
  title={Diffuman4D: 4D Consistent Human View Synthesis from Sparse-View Videos with Spatio-Temporal Diffusion Models},
  author={Jin, Yudong and Peng, Sida and Wang, Xuan and Xie, Tao and Xu, Zhen and Yang, Yifan and Shen, Yujun and Bao, Hujun and Zhou, Xiaowei},
  booktitle={International Conference on Computer Vision (ICCV)},
  year={2025}
}

@article{2023dnarendering,
      title={DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering}, 
      author={Wei Cheng and Ruixiang Chen and Wanqi Yin and Siming Fan and Keyu Chen and Honglin He and Huiwen Luo and Zhongang Cai and Jingbo Wang and Yang Gao and Zhengming Yu and Zhengyu Lin and Daxuan Ren and Lei Yang and Ziwei Liu and Chen Change Loy and Chen Qian and Wayne Wu and Dahua Lin and Bo Dai and Kwan-Yee Lin},
      journal={arXiv preprint},
      volume={arXiv:2307.10173},
      year={2023}
}