---
tags:
- text-to-image
- stable-diffusion
license: apache-2.0
language:
- en
library_name: diffusers
---

# StyleShot Model Card


<div align="center">

[**Project Page**](https://styleshot.github.io) **|** [**Paper (ArXiv)**](https://arxiv.org/abs/) **|** [**Code**](https://github.com/Jeoyal/StyleShot)
</div>

---


## Introduction

we present StyleShot, a generalized plug-to-play style transfer method, capable of generating the high-quality stylized images that match the desired style from any reference image without test-time style-tuning. To the best of our knowledge, To the best of our knowledge, StyleShot is the first work to designate a style-aware encoder based on Stable Diffusion and a content-fusion encoder for better style and content integration, achieving the state-of-the-art text and image-driven style transfer performance compared to existing methods.

![arch](./framework.png)

## Models

### StyleShot for SD 1.5
- [ip.bin](https://huggingface.co/h94/IP-Adapter/blob/main/models/ip-adapter_sd15.bin): weights for ip-adapter and our content-retention encoder.
- [style_aware_encoder.bin](https://huggingface.co/h94/IP-Adapter/blob/main/models/ip-adapter_sd15_light.bin): weights for style-aware encoder.