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v1.0.0 - Stable Release
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@clementpoiret clementpoiret released this 12 Nov 11:32
· 146 commits to master since this release
v1.0.0
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Learn about vigilant mode.

This is the first stable release of HSF 🔥

What's Changed

HSF

  • Added aleatoric uncertainty maps for each prediction to analyze segmentation results,
  • Support for NeuralMagic's DeepSparse for fast inference on AVX512(VNNI)-capable CPUs,
  • Support for batch processing through the argument hardware.engine_settings.batch_size (defaults to 1),
  • Checking for updates at startup,
  • Lowered min python version to 3.7,
  • Bug fixes and optimizations.

Models

  • Trained with more T1w and T2w MRIs,
  • Trained on more hippocampal sclerosis and Alzheimer's disease cases,
  • Updated training pipeline (hyperparameter tuning),
  • single models are now independant from bags.

Full Changelog: v0.1.2...v1.0.0

Assets 4
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