MagicFixup is an open-source image editing model developed by Adobe Research that simplifies photo editing by observing dynamic video. Utilizing deep learning technology, it automatically identifies and corrects defects in images, enhancing editing efficiency while minimizing manual efforts. Trained on the Stable Diffusion 1.4 model, it boasts robust image processing capabilities suitable for both professional image editors and enthusiasts.