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Videoshop: Localized Semantic Video Editing with Noise-Extrapolated Diffusion Inversion
March 22, 2024, 4:43 a.m. | Xiang Fan, Anand Bhattad, Ranjay Krishna
cs.LG updates on arXiv.org arxiv.org
Abstract: We introduce Videoshop, a training-free video editing algorithm for localized semantic edits. Videoshop allows users to use any editing software, including Photoshop and generative inpainting, to modify the first frame; it automatically propagates those changes, with semantic, spatial, and temporally consistent motion, to the remaining frames. Unlike existing methods that enable edits only through imprecise textual instructions, Videoshop allows users to add or remove objects, semantically change objects, insert stock photos into videos, etc. with …
abstract algorithm arxiv consistent cs.ai cs.cv cs.lg diffusion editing free generative inpainting noise photoshop semantic software spatial training type video
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