Iteration Plan for July 2021

[ly015]

This plan captures our work in July. We will continue focusing on improving the code quality and user experience.

Algorithms & Datasets

• OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields (TPAMI'19) @luminxu @jin-s13 [Feature] Paf detector #651
• LiteHRNet @jin-s13 Litehrnet #733

Refactor

• Refactor postprocessing to adopt pipelines and operators and disentangle postprocessing and heads @ly015
• Refactor model evaluation based on the MMCV eval hook @ly015 Use MMCV EvalHook #686
• Streamlining dataset classes @jin-s13 add dataset info #663
• Refactor human 3d parametric model interface @zengwang430521 Unify SMPL-like models to mesh models #830

Docs & Demos

• Add Chinese documents @ly015 @jin-s13 @innerlee Add Chinese doc project #787 Progress of Chinese Documentation #772
• Add a Colab demo script @ly015 Add a jupyter tutorial for google colab #834
• Add 3D Mesh Demo @zengwang430521 add mesh demo. #771
• Move useful info to docs from issues with faq candidate, faq , documentation and knowledge base labels.