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MONAI Label 0.3.0
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@SachidanandAlle SachidanandAlle released this 28 Nov 09:57
· 531 commits to main since this release
0.3.0
aaeb129
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Learn about vigilant mode.

Added

  • Multi GPU support for training
    • Support for both Windows and Ubuntu
    • Option to customize GPU selection
  • Multi Label support for DeepEdit
    • DynUNET and UNETR
  • Multi Label support for Deepgrow App
    • Annotate multiple organs (spleen, liver, pancreas, unknown etc..)
    • Train Deepgrow 2D/3D models to learn on existing + new labels submitted
  • 3D Slicer plugin
    • Multi Label Interaction
    • UI Enhancements
    • Train/Update specific model
  • Performance Improvements
    • Dataset (Cached, Persistence, SmartCache)
    • ThreadDataloader
    • Early Stopping
  • Strategy Improvements to support Multi User environment
  • Extensibility for Server APIs

Changed

  • Operate histogram likelihood transform in both normalized and unnormalized modes for Scribbles

Removed

  • DeepGrow Left-Atrium
Assets 2
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