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MMAction2 V0.17.0 Release
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@kennymckormick kennymckormick released this 03 Aug 04:56
v0.17.0
3cc2e80
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Learn about vigilant mode.

Highlights

  • Support PyTorch 1.9
  • Support Pytorchvideo Transforms
  • Support PreciseBN

New Features

  • Support Pytorchvideo Transforms (#1008)
  • Support PreciseBN (#1038)

Improvements

  • Remove redundant augmentations in config files (#996)
  • Make resource directory to hold common resource pictures (#1011)
  • Remove deperecated FrameSelector (#1010)
  • Support Concat Dataset (#1000)
  • Add to-mp4 option to resize_videos.py (#1021)
  • Add option to keep tail frames (#1050)
  • Update MIM support (#1061)
  • Calculate Top-K accurate and inaccurate classes (#1047)

Bug and Typo Fixes

  • Fix bug in PoseC3D demo (#1009)
  • Fix some problems in resize_videos.py (#1012)
  • Support torch1.9 (#1015)
  • Remove redundant code in CI (#1046)
  • Fix bug about persistent_workers (#1044)
  • Support TimeSformer feature extraction (#1035)
  • Fix ColorJitter (#1025)

ModelZoo

  • Add TSM-R50 sthv1 models trained by PytorchVideo RandAugment and AugMix (#1008)
  • Update SlowOnly SthV1 checkpoints (#1034)
  • Add SlowOnly Kinetics400 checkpoints trained with Precise-BN (#1038)
  • Add CSN-R50 from scratch checkpoints (#1045)
  • TPN Kinetics-400 Checkpoints trained with the new ColorJitter (#1025)

Documentation

  • Add Chinese translation of feature_extraction.md (#1020)
  • Fix the code snippet in getting_started.md (#1023)
  • Fix TANet config table (#1028)
  • Add description to PoseC3D dataset (#1053)
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