Salient Slices: Improved Neural Network Training and Performance with Image Entropy

Steven J. Frank, Andrea M. Frank

As a training and analysis strategy for convolutional neural networks (CNNs), we slice images into tiled segments and use, for training and prediction, segments that both satisfy a…