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Facebook AI Research has created a tool called DensePose, which can apply to videos and generate colour-coded representations of the human figure, labelling each body part.
Flode-Labs has now created Vid2DensePose, a tool based on DensePose designed to convert videos into this format for use in animation.
It is particularly useful in conjunction with MagicAnimate, an application that can take a series of labelled frames and generate smooth, animated transitions between them, enabling the creation of advanced, realistic human animations from still images.
Vid2DensePose is available on GitHub, and includes instructions for installation and use.