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omni-zero
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# Omni-Zero: A diffusion pipeline for zero-shot stylized portrait creation. 
- [x] Release single person code
- [ ] Release couples code
- [ ] Add LoRA support

## Use Omni-Zero in [fal.ai](https://fal.ai) Workflows [https://fal.ai/dashboard/workflows/okaris/omni-zero](https://fal.ai/dashboard/workflows/okaris/omni-zero)
![Omni-Zero](https://github.com/okaris/omni-zero/assets/1448702/2ccbdf24-eb41-4a85-975e-af701fc4a879)

## Try our free demo on StyleOf [https://styleof.com/s/remix-yourself](https://styleof.com/s/remix-yourself)
![Omni-Zero](https://github.com/okaris/omni-zero/assets/1448702/2423a219-2191-4b6a-8e7b-43230e137cd7)

### Single Identity and Style
![Omni-Zero](https://github.com/okaris/omni-zero/assets/1448702/2c51fb77-a810-4c0a-9555-791a294455ca)

### Multiple Identities and Styles (WIP)
![Frame 7-3](https://github.com/okaris/omni-zero/assets/1448702/c5c20961-83bc-47f7-86ed-5948d5590f07)

### How to run
```
git clone --recursive https://github.com/okaris/omni-zero.git
cd omni-zero
pip install -r requirements.txt
python demo.py
```

### Credits
- Special thanks to [fal.ai](https://fal.ai) for providing compute for the research and hosting
- This project wouldn't be possible without the great work of the [InstantX Team](https://github.com/InstantID)
- Thanks to [@fofrAI](http://twitter.com/fofrAI) for inspiring me with his [face-to-many workflow](https://github.com/fofr/cog-face-to-many)
- Thanks to Matteo ([@cubiq](https://twitter.com/cubiq])) for creating the ComfyUI nodes for IP-Adapter