This repository migrates the StableSR research project into the Automatic1111 Stable Diffusion WebUI as a plugin. It enables high-resolution image upscaling by combining a diffusion-based model with wavelet decomposition to preserve fine details while increasing resolution. The approach supports both SD 1.5 and SD 2.1 768 base models, with guidance on using negative prompts to reduce artifacts and enhance texture quality.