LanPaint

Why we included this project

LanPaint is a training-free sampler that improves inpainting results on pretty much any Stable Diffusion checkpoint you already have, without retraining or fine-tuning. It works by letting the model run several refinement passes before the final denoise, so you can spend a little extra compute and get cleaner fills and fewer artifacts around mask edges. It ships as a ComfyUI extension, which fits the node-based workflow most diffusion users are already in, and there's a Diffusers port if you'd rather call the same logic from your own Python scripts. If your image-editing work involves object removal, background replacement, or fixing damaged areas, this is a practical way to get better output from models that are already in use.