Highlights

1. Add popular backbones & enrich the modelzoo.

   • ResNext
   • SEResNet
   • ResNetV1D
   • MobileNetv2
   • ShuffleNetv1
   • CPM (Convolutional Pose Machine)

2. Add popular datasets:

   • AIChallenger
   • MPII
   • MPII-TRB
   • OCHuman

3. Support 2d hand keypoint estimation.

   • OneHand10K

4. Support bottom-up inference.

New Features

• Support OneHand10K dataset (#52).
• Support MPII dataset (#55).
• Support MPII-TRB dataset (#19, #47, #48).
• Support OCHuman dataset (#70).
• Support AIChallenger dataset (#87).
• Support multiple backbones (#26).
• Support CPM model (#56).

Bug Fixes

• Fix configs for MPII & MPII-TRB datasets (#93).
• Fix the bug of missing test_pipeline in configs (#14).
• Fix typos (#27, #28, #50, #53, #63).

Improvements

• Update benchmark (#93).
• Add Dockerfile (#44).
• Improve unittest coverage and minor fix (#18).
• Support CPUs for train/val/demo (#34).
• Support bottom-up demo (#69).
• Add tools to publish model (#62).
• Enrich the modelzoo (#64, #68, #82).