This repository implements a technique for combining multiple diffusion models to generate a single image where each model handles a specific region. The method accounts for boundary effects between regions to promote smooth blending. It enables users to compose complex scenes with objects positioned at specific locations, extending the capabilities of Stable Diffusion for controlled composition.