File size: 2,252 Bytes
cb970c3
4576490
 
 
 
 
 
 
cb970c3
 
 
 
 
 
 
 
 
 
 
 
 
8126504
 
 
 
4576490
 
 
 
 
 
 
 
 
 
 
 
cb970c3
b575ab2
 
 
 
 
d776fa8
b575ab2
877a852
8a00bc4
b575ab2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
---
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: 38632.0
    num_examples: 2
  download_size: 40477
  dataset_size: 38632.0
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**](https://diffuman4d.github.io/) | [**Paper**](https://arxiv.org/abs/2507.13344) | [**Code**](https://github.com/zju3dv/Diffuman4D) |  [**Model**](https://huggingface.co/krahets/Diffuman4D)

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](https://huggingface.co/datasets/krahets/dna_rendering_processed).

![diffuman4d_example_1080p](assets/images/diffuman4d_example_1080p.gif)

## Usage

See the [GitHub repo](https://github.com/zju3dv/Diffuman4D) 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}
}
```