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MONAI Label 0.5.1
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@SachidanandAlle SachidanandAlle released this 16 Sep 20:28
· 278 commits to main since this release
0.5.1
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Learn about vigilant mode.

Added

  • Endoscopy Sample App
    • Tool Tracking segmentation model | Demo
    • InBody vs OutBody classification model | Demo
    • DeepEdit interaction model
    • CVAT Integration to support automated workflow to run Active Learning Iterations
  • Multi Stage vertebra segmentation in Radiology App

Changed

  • Improving performance for Radiology App
    • Support cache for pre-transforms in case repeated inference for interaction models
    • Support cache for DICOM Web API responses
    • Optimize pre transforms to run GPU for max throughput
    • Fix DICOM Proxy for wado/qido
  • Improvements for Epistemic (v2) active learning strategy
  • Support for MONAI 1.0.0 and above
  • Fixes Scribbles to support MetaTensor

Removed

  • TTA Based active learning strategy is deprecated
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