Get started with FreeMan annotations! Keypoints, SMPL and some failure cases from our annotation pipeline are shown here.

Effect of Re-projecting 3D pose

To alleviate the effect of occlusion in single view, we re-project 3D pose to 2D pose and compare the 2D pose before/after re-projection. Here shows the comparison of 2D pose annotation before/after re-projection.

Comparison of 2D pose annotation before/after re-projection

SMPL Annotation

With 3D keypoints obtained by multi-view triangulation, we fit SMPL into the 3D keypoints and obtain SMPL parameters. Here shows some examples of SMPL annotation in FreeMan.