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PathologyDataScience / HistomicsML2

A tool for training machine-learning models with whole-slide imaging datasets
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Added real time pre processing functions #14

Closed slee172 closed 5 years ago

slee172 commented 5 years ago

Added functions for real time pre processing functions.

To perform real time augmentation, we do perform several preprocessing steps.

  1. Color normalization(Reinhard) - reference mean and standard deviation are set as default.
  2. Resize image to 224 x 224 x 3 to be used as an input of VGG Network.
  3. Augment images - batch size is set to as default.