Style Aligned Image Generation via Shared Attention
Project Page Paper
Setup
This code was tested with Python 3.11, Pytorch 2.1 and Diffusers 0.16.
Examples
- See style_aligned_sdxl notebook for generating style aligned images using SDXL.
- See style_aligned_transfer_sdxl notebook for generating images with a style from reference image using SDXL.
- See style_aligned_w_controlnet notebook for generating style aligned and depth conditioned images using SDXL with ControlNet-Depth.
- style_aligned_w_multidiffusion can be used for generating style aligned panoramas using SD V2 with MultiDiffusion.
TODOs
- Adding demo.
- StyleAligned from an input image.
- Multi-style with MultiDiffusion.
- StyleAligned with DreamBooth
Disclaimer
This is not an officially supported Google product.