# AnimateDiff

This repository is the official implementation of [AnimateDiff]().

**[AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning]()**
</br>
Yuwei Guo,
Ceyuan Yang,
Anyi Rao,
Yaohui Wang,
Yu Qiao,
Dahua Lin,
Bo Dai 
<!-- [Humphrey Shi](https://www.humphreyshi.com) -->
<!-- </br> -->

[Paper]() | [Project](https://animatediff.github.io/)

<p style="color: red; font-weight: bold">Code will be released very soon, stay tuned!</p>

<!-- ## Setup
Install the required packages:
```
pip install -r requirements.txt
```

## Inference

1. Download personalized Stable Diffusion (LoRA or DreamBooth are currently supported) from [CivitAI](https://civitai.com/) or Huggingface;

2. Download our motion module's pretrained weights from [this link](); 

3. Edit config files in 
```
configs/prompts/lora.yaml
```

4. Execute animation generation:
```
python -m scripts.animate --prompt configs/prompts/lora.yaml
``` -->

## Results

<table class="center">
    <tr>
    <td><img src="__assets__/animations/model_01/01.gif"></td>
    <td><img src="__assets__/animations/model_01/02.gif"></td>
    <td><img src="__assets__/animations/model_01/03.gif"></td>
    <td><img src="__assets__/animations/model_01/04.gif"></td>
    </tr>
</table>
<p style="margin-left: 2em; margin-top: -1em">Model：<a href="https://civitai.com/models/30240/toonyou">ToonYou</a></p>

<table>
    <tr>
    <td><img src="__assets__/animations/model_02/01.gif"></td>
    <td><img src="__assets__/animations/model_02/02.gif"></td>
    <td><img src="__assets__/animations/model_02/03.gif"></td>
    <td><img src="__assets__/animations/model_02/04.gif"></td>
    </tr>
</table>
<p style="margin-left: 2em; margin-top: -1em">Model：<a href="https://civitai.com/models/4468/counterfeit-v30">Counterfeit V3.0</a></p>

<table>
    <tr>
    <td><img src="__assets__/animations/model_03/01.gif"></td>
    <td><img src="__assets__/animations/model_03/02.gif"></td>
    <td><img src="__assets__/animations/model_03/03.gif"></td>
    <td><img src="__assets__/animations/model_03/04.gif"></td>
    </tr>
</table>
<p style="margin-left: 2em; margin-top: -1em">Model：<a href="https://civitai.com/models/4201/realistic-vision-v20">Realistic Vision V2.0</a></p>

<table>
    <tr>
    <td><img src="__assets__/animations/model_04/01.gif"></td>
    <td><img src="__assets__/animations/model_04/02.gif"></td>
    <td><img src="__assets__/animations/model_04/03.gif"></td>
    <td><img src="__assets__/animations/model_04/04.gif"></td>
    </tr>
</table>
<p style="margin-left: 2em; margin-top: -1em">Model： <a href="https://civitai.com/models/43331/majicmix-realistic">majicMIX Realistic</a></p>

<table>
    <tr>
    <td><img src="__assets__/animations/model_05/01.gif"></td>
    <td><img src="__assets__/animations/model_05/02.gif"></td>
    <td><img src="__assets__/animations/model_05/03.gif"></td>
    <td><img src="__assets__/animations/model_05/04.gif"></td>
    </tr>
</table>
<p style="margin-left: 2em; margin-top: -1em">Model：<a href="https://civitai.com/models/66347/rcnz-cartoon-3d">RCNZ Cartoon</a>></p>

<table>
    <tr>
    <td><img src="__assets__/animations/model_06/01.gif"></td>
    <td><img src="__assets__/animations/model_06/02.gif"></td>
    <td><img src="__assets__/animations/model_06/03.gif"></td>
    <td><img src="__assets__/animations/model_06/04.gif"></td>
    </tr>
</table>
<p style="margin-left: 2em; margin-top: -1em">Model：<a href="https://civitai.com/models/33208/filmgirl-film-grain-lora-and-loha">FilmVelvia</a></p>