Common3D learns deformable 3D morphable models for common objects from object-centric videos using neural features, and solves pose, segmentation, and semantic correspondence in a self-supervised, zero-shot manner.
Unsupervised learning of category-level 3d pose 10 from object-centric videos
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Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature Space
Common3D learns deformable 3D morphable models for common objects from object-centric videos using neural features, and solves pose, segmentation, and semantic correspondence in a self-supervised, zero-shot manner.