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1.1.0 Added new models and datasets, updated preprocessing and more

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@ehofesmann ehofesmann released this 15 Nov 18:12
74776f2

New features:

  • Supports both box (4 coordinate) and key-point (2 coordinate) annotations
  • Updated extract clips preprocessing options
  • Added video preprocessing for scaling/zoom and translation
  • Added gradient clipping
  • Resume training

Added Models:

  • I3D (activity recognition)
  • DVSA (+fw, obj) (video object grounding)

Added Datasets:

  • YouCook2-Bounding Boxes (video object grounding)
  • DHF1K (video saliency prediction)
  • KTH (activity recognition)
  • Manual Hands (hand key-point detection)

Bug fixes:

  • Clip stride must be greater than 0
  • Reset validation accuracy between epochs
  • Matching training and validation batch sizes for plots
  • Update COCO json generation to python3