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MMAction2 V0.7.0 Release
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@innerlee innerlee released this 03 Oct 15:06
v0.7.0
a26d5f9
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Learn about vigilant mode.

Highlights

  • Support TPN
  • Support JHMDB, UCF101-24, HVU dataset preparation
  • support onnx model conversion

New Features

  • Support the data pre-processing pipeline for the HVU Dataset (#277)
  • Support real-time action recognition from web camera (#171)
  • Support onnx (#160)
  • Support UCF101-24 preparation (#219)
  • Support evaluating mAP for ActivityNet with CUHK17_activitynet_pred (#176)
  • Add the data pipeline for ActivityNet, including downloading videos, extracting RGB and Flow frames, finetuning TSN and extracting feature (#190)
  • Support JHMDB preparation (#220)

ModelZoo

  • Add finetuning setting for SlowOnly (#173)
  • Add TSN and SlowOnly models trained with OmniSource, which achieve 75.7% Top-1 with TSN-R50-3seg and 80.4% Top-1 with SlowOnly-R101-8x8 (#215)

Improvements

  • Support demo with video url (#165)
  • Support multi-batch when testing (#184)
  • Add tutorial for adding a new learning rate updater (#181)
  • Add config name in meta info (#183)
  • Remove git hash in __version__ (#189)
  • Check mmcv version (#189)
  • Update url with 'https://download.openmmlab.com' (#208)
  • Update Docker file to support PyTorch 1.6 and update install.md (#209)
  • Polish readsthedocs display (#217, #229)

Bug Fixes

  • Fix the bug when using OpenCV to extract only RGB frames with original shape (#184)
  • Fix the bug of sthv2 num_classes from 339 to 174 (#174, #207)
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