Saving and loading a large number of images (data) into a ...
The first step is to create a HDF5 file. To store images, we should define an array for each of train, validation and test sets with the shape of (number of data, image_height, image_width, image_depth) in Tensorflow order or (number of data, image_height, image_width, image_depth) in Theano order.