Iteration Plan for August 2021

[ly015]

This plan captures our work in August.

Algorithms

• OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields (TPAMI'19) @luminxu @jin-s13 [Feature] Paf detector #651
• Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose (CVPR'17) @ZhiYuan-REN
• Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop (ICCV'19) @zengwang430521

Refactors

• Streamlining dataset classes @jin-s13 add dataset info #663
• Refactor human 3d parametric model interface @zengwang430521 Unify SMPL-like models to mesh models #830
• Refactor dataset classes towards unified interface for various tasks @ly015
• Refactor postprocessing to adopt pipelines and operators and disentangle postprocessing and heads @ly015

Features & Enhancements

• Automate the benchmark regression @liqikai9 add benchmark regression test script with tmux #849