---
license: apache-2.0
pipeline_tag: text-to-image
tags:
- stable diffusion
- ip adapter
---

# IP Composition Adapter

This adapter for Stable Diffusion 1.5 is designed to inject the general composition of an image into the model while mostly ignoring the style and content. Meaning a portrait of a person waving their left hand will result in an image of a completely different person waving with their left hand.

### SDXL
SDXL variant is cooking. Follow me on here or [Twitter](https://twitter.com/ostrisai) for updates when it is avaliable.

### Thanks

I want to give a special thanks to [POM](https://huggingface.co./peteromallet) with [BANODOCO](https://huggingface.co./BANODOCO). This was their idea, I just trained it. Full credit goes to them.

## Usage

Use just like other IP+ adapters from [h94/IP-Adapter](https://huggingface.co./h94/IP-Adapter) for SD 1.5. Use the same CLIP vision encoder ([CLIP-H](https://huggingface.co./h94/IP-Adapter/tree/main/models/image_encoder))

### How is it different from control nets?

Control nets are more rigid. A control net will spatially align an image to nearly perfectly match the control image. The composition adapter allows the control to be more flexible.

## Examples

<img src="https://huggingface.co./ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2013-06-32.jpg" alt="1" width="100%"/>

<img src="https://huggingface.co./ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2013-09-57.jpg" alt="2" width="100%"/>

<img src="https://huggingface.co./ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2013-11-27.jpg" alt="3" width="100%"/>

<img src="https://huggingface.co./ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2013-13-19.jpg" alt="4" width="100%"/>

<img src="https://huggingface.co./ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2013-56-51.jpg" alt="5" width="100%"/>

<img src="https://huggingface.co./ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-00-31.jpg" alt="6" width="100%"/>

<img src="https://huggingface.co./ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-04-41.jpg" alt="7" width="100%"/>

<img src="https://huggingface.co./ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-09-31.jpg" alt="8" width="100%"/>

<img src="https://huggingface.co./ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-11-10.jpg" alt="9" width="100%"/>

<img src="https://huggingface.co./ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-13-26.jpg" alt="10" width="100%"/>

<img src="https://huggingface.co./ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-19-20.jpg" alt="11" width="100%"/>

<img src="https://huggingface.co./ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-21-50.jpg?download=true" alt="12" width="100%"/>