Shypd.aiThe largest open index of AI toolsUniAnimate is an open-source video generation tool that tames unified video diffusion models for consistent human image animation. It supports generating both short and long videos with high consistency.
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UniAnimate is an open-source framework designed to enable efficient and long-term human video generation using unified video diffusion models. It addresses limitations in existing techniques by mapping reference images, posture guidance, and noise video into a common feature space, reducing optimization burden and ensuring temporal coherence. The tool supports a unified noise input for random or first-frame conditioned input, enhancing long-term video generation capabilities. UniAnimate also explores an alternative temporal modeling architecture based on state-space models to replace computation-consuming temporal Transformers, allowing for the generation of highly consistent videos up to one minute in length by iteratively employing a first-frame conditioning strategy. It provides code and models for human image animation, including features for pose alignment and generating video clips at various resolutions.
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