AnyV2V is an innovative video-to-video editing framework that enables users to edit the first frame of a video using any off-the-shelf image editing tool and then reconstruct the image-to-video using existing image-to-video generation models. This approach simplifies a variety of editing tasks, including prompt-based editing, style transfer, theme-driven editing, and identity manipulation.