AnimateZero: Video Diffusion Models are Zero-Shot Image Animators

Jiwen Yu¹, Xiaodong Cun², Chenyang Qi³, Yong Zhang², Xintao Wang², Ying Shan², Jian Zhang¹

¹ Peking University, ² Tencent AI Lab, ³ HKUST

Gallery

We have showcased some results of image animation using AnimateZero on generated images below.

More results can be found on our Project Page.

"1girl, underwater, swimsuit, ..."		"1girl, black jacket, long sleeves, ..."		"dark fantasy, purple eyes, ..."
"school uniform, JK, sketch, ..."		"pixel art, cat ears, blonde hair, ..."		"a cat head, look to one side"
"waves hit the beach"		"freckles, orange hair, glasses, ..."		"lighter, flame, candle"

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}
}