Mesh Models

End-to-end Recovery of Human Shape and Pose

Introduction

@inProceedings{kanazawaHMR18,
  title={End-to-end Recovery of Human Shape and Pose},
  author = {Angjoo Kanazawa
  and Michael J. Black
  and David W. Jacobs
  and Jitendra Malik},
  booktitle={Computer Vision and Pattern Recognition (CVPR)},
  year={2018}
}

Results and models

3D Human Mesh Estimation

Results on Human3.6M with ground-truth bounding box having MPJPE-PA of 52.60 mm on Protocol2
Arch Input Size MPJPE (P1) MPJPE-PA (P1) MPJPE (P2) MPJPE-PA (P2) ckpt log
hmr_resnet_50 224x224 80.75 55.08 80.35 52.60 ckpt log