PoseShield: Neural Collision Fields for Human Self-Collision Resolution

Upload a colliding SMPL-H pose (.pkl with a pose key of 21×3 axis-angle rotations) or try one of the example poses below. PoseShield resolves self-collisions using a learned neural collision field as a differentiable constraint.

Paper | GitHub | Model

Examples