Usually when we generate a very perfect background image, we want to add image elements, but using controlnet directly will affect the original background. This project aims to add elements to the page while keeping the background unchanged, and can directly operate on the original background.

Support skeletal character generation and sketch generation.

Optimize an inpaint model for the general domain against the stablediffusion-inpaint model.

Two modes, openpose control and manuscript control

openpose control

Add character skeletons to a forest scene generated by SD, and keep the background unchanged to generate controllable characters

manuscript control

Added manuscript houses to an SD generated forest scene

Added manuscript chairs to an SD generated snow scene