via “inpainting and outpainting with mask-guided generation”
Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial product
Unique: Implements mask-guided generation through latent space masking where frozen regions are preserved by zeroing gradients during diffusion steps, rather than post-hoc blending. The unified canvas system in the frontend provides real-time brush-based mask creation with Konva-based rendering, enabling interactive mask refinement before generation.
Offers more control over inpainting parameters and mask precision than Photoshop's generative fill, and enables batch inpainting workflows that Photoshop doesn't support; faster iteration than cloud APIs due to local execution.