Format of input image training data

PreprocessTrainingData.m expects a directory of 8-bit grayscale png files containing the images and another directory of 8-bit grayscale png files containing the labels as image files.

The label image files should have intensity of 1 to denote a feature that should be segmented and a value of 0 for areas that should not be segmented.