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PoseDreamer: Scalable and Photorealistic Human Data Generation Pipeline with Diffusion Models

Prospero, Lorenza et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Acquiring labeled datasets for 3D human mesh estimation is challenging due to depth ambiguities and the inherent difficulty of annotating 3D geometry from monocular images. Existing datasets are either real, with manually annotated 3D geometry and limited scale, or synthetic, rendered from 3D engine
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