MMAction2 V0.10.0 Release

Highlights

• Support Spatio-Temporal Action Detection (AVA)
• Support precise BN

New Features

• Support precise BN (#501)
• Support Spatio-Temporal Action Detection (AVA) (#351)
• Support to return feature maps in inference_recognizer (#458)

Improvements

• Add arg stride to long_video_demo.py, to make inference faster (#468)
• Support training and testing for Spatio-Temporal Action Detection (#351)
• Fix CI due to pip upgrade (#454)
• Add markdown lint in pre-commit hook (#255)
• Speed up confusion matrix calculation (#465)
• Use title case in modelzoo statistics (#456)
• Add FAQ documents for easy troubleshooting. (#413, #420, #439)
• Support Spatio-Temporal Action Detection with context (#471)
• Add class weight for CrossEntropyLoss and BCELossWithLogits (#509)
• Add Lazy OPs docs (#504)

Bug and Typo Fixes

• Fix typo in default argument of BaseHead (#446)
• Fix potential bug about output_config overwrite (#463)

ModelZoo

• Add SlowOnly, SlowFast for AVA2.1 (#351)