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Official PyTorch implementation for the paper "AnimateZero: Video Diffusion Models are Zero-Shot Image Animators"
| Date | Stars |
|---|---|
| 2026-07-31 | 357 |
| 2026-08-05 | 357 |
| 2026-08-06 | 357 |
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<div align="center">
<!-- <h1>AnimateZero</h1> -->
<h3>AnimateZero: Video Diffusion Models are Zero-Shot Image Animators</h3>
[Jiwen Yu](https://vvictoryuki.github.io/website/)<sup>1</sup>, [Xiaodong Cun](https://vinthony.github.io/academic/)<sup>2</sup>, [Chenyang Qi](https://chenyangqiqi.github.io/)<sup>3</sup>, [Yong Zhang](https://yzhang2016.github.io/)<sup>2</sup>, [Xintao Wang](https://xinntao.github.io/)<sup>2</sup>, [Ying Shan](https://scholar.google.com/citations?hl=zh-CN&user=4oXBp9UAAAAJ)<sup>2</sup>, [Jian Zhang](https://jianzhang.tech/)<sup>1</sup>
<sup>1</sup> Peking University, <sup>2</sup> Tencent AI Lab, <sup>3</sup> HKUST
[](https://arxiv.org/abs/2312.03793)
[](https://github.com/vvictoryuki/AnimateZero/blob/main/AnimateZero.pdf)
[](https://vvictoryuki.github.io/animatezero.github.io/)
</div>
## Gallery
We have showcased some results of image animation using AnimateZero on generated images below.
More results can be found on our [Project Page](https://vvictoryuki.github.io/animatezero.github.io/).
<table>
<tr>
<td><img src="teaser/images/1.jpg" alt="Image 1"></td>
<td><img src="teaser/videos/1.gif" alt="Animation 1"></td>
<td><img src="teaser/images/2.jpg" alt="Image 2"></td>
<td><img src="teaser/videos/2.gif" alt="Animation 1"></td>
<td><img src="teaser/images/3.jpg" alt="Image 3"></td>
<td><img src="teaser/videos/3.gif" alt="Animation 1"></td>
</tr>
<tr>
<td colspan="2"><center>"1girl, underwater, swimsuit, ..."</center></td>
<td colspan="2"><center>"1girl, black jacket, long sleeves, ..."</center></td>
<td colspan="2"><center>"dark fantasy, purple eyes, ..."</center></td>
</tr>
<tr>
<td><img src="teaser/images/5.jpg" alt="Image 1"></td>
<td><img src="teaser/videos/5.gif" alt="Animation 1"></td>
<td><img src="teaser/images/6.jpg" alt="Image 2"></td>
<td><img src="teaser/videos/6.gif" alt="Animation 1"></td>
<td><img src="teaser/images/141.jpg" alt="Image 3"></td>
<td><img src="teaser/videos/141.gif" alt="Animation 1"></td>
</tr>
<tr>
<td colspan="2"><center>"school uniform, JK, sketch, ..."</center></td>
<td colspan="2"><center>"pixel art, cat ears, blonde hair, ..."</center></td>
<td colspan="2"><center>"a cat head, look to one side"</center></td>
</tr>
<tr>
<td><img src="teaser/images/7.jpg" alt="Image 1"></td>
<td><img src="teaser/videos/7.gif" alt="Animation 1"></td>
<td><img src="teaser/images/10.jpg" alt="Image 2"></td>
<td><img src="teaser/videos/10.gif" alt="Animation 1"></td>
<td><img src="teaser/images/153.jpg" alt="Image 3"></td>
<td><img src="teaser/videos/153.gif" alt="Animation 1"></td>
</tr>
<tr>
<td colspan="2"><center>"waves hit the beach"</center></td>
<td colspan="2"><center>"freckles, orange hair, glasses, ..."</center></td>
<td colspan="2"><center>"lighter, flame, candle"</center></td>
</tr>
</table>
## BibTeX
```
@article{yu2023animatezero,
title={AnimateZero: Video Diffusion Models are Zero-Shot Image Animators},
author={Yu, Jiwen and Cun, Xiaodong and Qi, Chenyang and Zhang, Yong and Wang, Xintao and Shan, Ying and Zhang, Jian},
journal={arXiv preprint arXiv:2312.03793},
year={2023}
}
```
Excerpt of 3,461 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:05d8f75ac25ae853, llm:description: 'Official PyTorch implementation for the paper "AnimateZero: Video Diffusion Models are Zero-Shot Image Animators"'
matched fp:05d8f75ac25ae853, llm:description: 'Official PyTorch implementation for the paper "AnimateZero: Video Diffusion Models are Zero-Shot Image Animators"'
matched fp:05d8f75ac25ae853, llm:description: 'Official PyTorch implementation for the paper "AnimateZero: Video Diffusion Models are Zero-Shot Image Animators"'