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

• Deprecating the CmicLab repository in favour of GitHub