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Lumiere can animate still images or parts of them using text prompts.
The technology so far only creates short videos (up to 5 seconds long) – realistic or high-quality, but not entirely realistic, and also “clones” the style of a given image onto countless videos (useful for creating materials of a certain brand).
Lumiere can also remove and replace the former unnecessary detail from your favorite video.
The New Atlas article notes that “the space-time architecture of U-net
U-Net is a convolutional neural network designed for image segmentation.” allows Lumiere to create the entire length of a video at once – unlike previous models, which often created a start and end frame and then tried to guess what would happen in between.
For now, this is just a research project that saves Google from having to aggressively restrict the system regarding copyright, misinformation, nudity, privacy, etc. is a process that invariably leads to lower quality input data in generative models.
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