Diffusion Brush: A Latent Diffusion Model-based Editing Tool for AI-generated Images

Understand

Text-to-image generative models have made remarkable advancements in generating high-quality images.

• However, generated images often contain undesirable artifacts or other errors due to model limitations.
• Existing techniques to fine-tune generated images are time-consuming (manual editing), produce poorly-integrated results (inpainting), or result in unexpected changes across the entire image (variation selection and prompt fine-tuning).
• In this work, we present Diffusion Brush, a Latent Diffusion Model-based (LDM) tool to efficiently fine-tune desired regions within an AI-synthesized image.