Iteration Plan for June 2021

[ly015]

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

Algorithms & Datasets

• PRTR (CVPR'21) @ly015
• OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields (TPAMI'19) @luminxu [Feature] Paf detector #651
• MPI-INF-3DHP @cherryjm Add MPI-INF-3DHP dataset #683

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 3D mesh model towards better flexibility and extensibility @zengwang430521 MeshMixDataset #752

Docs & Demos

• Add Chinese documents @ly015 @jin-s13 @innerlee
• Update demos to better present mmpose functions and features @ly015 @jin-s13 Interhand3d demo #704, add radius and thickness #722, Body3d video demo #727, Webcam Demo #729
• Add a Colab demo script @ly015
• [ ]~~ Move useful info to docs from issues with faq candidate, faq , documentation and knowledge base labels.~~

Misc

• Support mim @ly015 @cherryjm Support MIM #706 Add script to generate mim metafile #749

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Deferred

Due to lack of hands, some of the items will be deferred to 2021.8.

• PRTR (CVPR'21) @ly015
• OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields (TPAMI'19) @luminxu
• 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
• Add Chinese documents @ly015 @jin-s13 @innerlee
• Add a Colab demo script @ly015
• Move useful info to docs from issues with faq candidate, faq , documentation and knowledge base labels.