lucataco / ip-adapter-faceid

(Research only) IP-Adapter-FaceID can generate various style images conditioned on a face with only text prompts

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Implementation of h94/IP-Adapter-FaceID

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.

example

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 data, base model and face recognition model.
  • Non-commercial use

This model is released exclusively for research purposes and is not intended for commercial use.