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This repository has been archived by the owner on Mar 17, 2021. It is now read-only.

0.3.0
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@dzhoshkun dzhoshkun released this 15 May 13:23
· 835 commits to dev since this release
v0.3.0
645dae6

Added

  • Support for 2D image loading optionally using skimage, pillow, or simpleitk
  • Image reader and sampler with tf.data.Dataset
  • Class-balanced image window sampler
  • Random deformation as data augmentation with SimpleITK
  • Segmentation loss with dense labels (multi-channel binary labels)
  • Experimental features:
    • learning-based registration
    • image classification
    • model evaluation
    • new engine design with observer pattern

Deprecated

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