Image To Image Generation With Latent Inpainting And Mask Based Conditioning

via “image-to-image generation with structural guidance”

Stable Diffusion web UI

Unique: Implements StableDiffusionProcessingImg2Img with VAE latent injection at configurable timestep, enabling precise control over preservation vs regeneration. Native support for arbitrary-shaped inpainting masks with automatic padding, and outpainting via canvas expansion with seamless blending. Supports both standard and inpainting-specific model checkpoints.

vs others: More flexible than Photoshop generative fill (local control, batch processing, custom models) and cheaper than cloud APIs (no per-image fees, unlimited iterations)