CCEdit: Creative and Controllable Video Editing via Diffusion Models

Intention: Replace the background with snowy winter scene. Intention: Make the foreground puppy chubby and adorable. Input Video Edited Video Intention: Transform this video into the mechanical style. Intention: Transform this video into the cyberpunk style. Intention: Transform this video into the Van Gogh Starry Night style. Figure 1. Built upon diffusion models, CCEdit provides users with a powerful and flexible set of video editing capabilities, including style transfer (row 1-3), foreground modifications (row 4), and background replacement (row 5).