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Slim DensePose: Thrifty Learning From Sparse Annotations and Motion Cues

Slim DensePose: Thrifty Learning From Sparse Annotations and Motion Cues

DensePose supersedes traditional landmark detectors by densely mapping image pixels to body surface coordinates. This power, however, comes at a greatly increased annotation cost, as supervising the model requires to manually label hundreds of points per pose instance. In this work, we thus seek methods to significantly slim down the …