A three-stage method (appearance LoRA, motion LoRA, SDS stroke optimization) animates a user sketch with the motion of a reference video in a one-shot setting.
Live sketch: Video-driven dynamic deformation of static drawings,
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SketchAnimator: Animate Sketch via Motion Customization of Text-to-Video Diffusion Models
A three-stage method (appearance LoRA, motion LoRA, SDS stroke optimization) animates a user sketch with the motion of a reference video in a one-shot setting.