Changelog

v0.5.0 (01/09/2022/)

Highlights

• Support HuMMan Mocap toolchain for multi-view single person SMPL estimation

• Reproduce MvP, a deep-learning-based SOTA for multi-view multi-human 3D pose estimation

• Reproduce MVPose (single frame) and MVPose (temporal tracking and filtering), two optimization-based methods for multi-view multi-human 3D pose estimation

• Support SMPLify, SMPLifyX, SMPLifyD and SMPLifyXD

New Features

• Add peception module based on mmdet, mmpose and mmtrack

• Add Shape-aware 3D Pose Optimization

• Add Keypoints3d optimizer and multi-view single-person api

• Add data_converter and data_visualization for shelf, campus and cmu panoptic datasets

• Add multiple selectors to support more point selection strategies for triangulation

• Add Keypoints and Limbs data structure

• Add multi-way matching registry

• Refactor the pictorial block (c/c++) in python