UniEdit: A Unified Tuning-Free Framework for Efficient Video Motion and Appearance Editing

UniEdit is a tuning-free framework that supports both video motion editing (e.g., changing the action from playing guitar to waving) and various video appearance editing scenarios (e.g., stylization, object replacement, background modification) by harnessing the power of a pre-trained text-to-video generator within an inversion-then-generation pipeline.