Lumiere
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About
Lumiere is a state-of-the-art text-to-video diffusion model developed by Google Research. It utilizes a Space-Time U-Net architecture to synthesize videos that are realistic, diverse, and coherent. This model generates a full video frame by frame in one go, as opposed to existing methods which synthesize keyframes, ensuring greater temporal consistency. Lumiere can perform various tasks like text-to-video generation, image-to-video, video inpainting, and stylized generation. It allows for creative applications such as creating cinemagraphs and consistent video editing using text-based image editing techniques. Despite its innovative potential, there are concerns regarding misuse for creating misleading content, which calls for the development of tools to prevent such scenarios.
Platform
Task
Features
• text-to-video generation
• image-to-video transformation
• video inpainting
• stylized generation
• video stylization
• cinemagraph creation
• utilizes space-time u-net architecture
• realistic and diverse video synthesis
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