Feature transforms for image data augmentation

Loris Nanni, Michelangelo Paci, Sheryl Brahnam +1

A problem with Convolutional Neural Networks (CNNs) is that they require large datasets to obtain adequate robustness; on small datasets, they are prone to overfitting. Many method…