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MMAction2 V0.12.0 Release
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@innerlee innerlee released this 01 Mar 02:00
v0.12.0
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Learn about vigilant mode.

Highlights

  • Support TSM-MobileNetV2
  • Support TANet
  • Support GPU Normalize

New Features

  • Support TSM-MobileNetV2 (#415)
  • Support flip with label mapping (#591)
  • Add seed option for sampler (#642)
  • Support GPU Normalize (#586)
  • Support TANet (#595)

Improvements

  • Training custom classes of ava dataset (#555)
  • Add CN README in homepage (#592, #594)
  • Support soft label for CrossEntropyLoss (#625)
  • Refactor config: Specify train_cfg and test_cfg in model (#629)
  • Provide an alternative way to download older kinetics annotations (#597)
  • Update FAQ for
    • 1). data pipeline about video and frames (#598)
    • 2). how to show results (#598)
    • 3). batch size setting for batchnorm (#657)
    • 4). how to fix stages of backbone when finetuning models (#658)
  • Modify default value of save_best (#600)
  • Use BibTex rather than latex in markdown (#607)
  • Add warnings of uninstalling mmdet and supplementary documents (#624)
  • Support soft label for CrossEntropyLoss (#625)

Bug and Typo Fixes

  • Fix value of pem_low_temporal_iou_threshold in BSN (#556)
  • Fix ActivityNet download script (#601)

ModelZoo

  • Add TSM-MobileNetV2 for Kinetics400 (#415)
  • Add deeper SlowFast models (#605)
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