STEPS: Scene Text Editing with Preserved Style Using Diffusion and Contrastive Style Encoding

Nicolas Thiebaut, Nameer Hirschkind, Xiao Yu +1

We introduce Scene Text Editing with Preserved Style (STEPS), a novel diffusion model architecture for quality text replacement in images. Scene Text Editing (STE), also known as V…