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Get 3D pose and shape of people from monocular images

Get 3D pose and shape of people from monocular images


THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers



... THUNDR, a transformer-based deep neural network ... reconstruct the 3d pose and shape of people, given monocular RGB images.

... supports self-supervised regimes, and ensures that solutions are consistent with human anthropometry.

... state-of-the-art results on Human3.6M and 3DPW, for both the fully-supervised and the self-supervised models, for the task of inferring 3d human shape, joint positions, and global translation.

... very solid 3d reconstruction performance for difficult human poses collected in the wild.


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