IP-Adapter-FaceID / README.md
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---
tags:
- text-to-image
- stable-diffusion
language:
- en
library_name: diffusers
---
# IP-Adapter-FaceID Model Card
<div align="center">
[**Project Page**](https://ip-adapter.github.io) **|** [**Paper (ArXiv)**](https://arxiv.org/abs/2308.06721) **|** [**Code**](https://github.com/tencent-ailab/IP-Adapter)
</div>
---
## Introduction
An experimental version of IP-Adapter-FaceID: we use face ID embedding from a face recognition model instead of CLIP image embedding, additionally, we use LoRA to improve ID consistency. IP-Adapter-FaceID can generate various style images conditioned on a face with only text prompts.
![results](./ip-adapter-faceid.jpg)
## Limitations and Bias
- The model does not achieve perfect photorealism and ID consistency.
- The generalization of the model is limited due to limitations of the training model, generative model and face recognition model.
## Non-commercial use
**This model is released exclusively for research purposes and is not intended for commercial use.**