Generative Adversarial Networks Projects

Loading the dataset

Before doing anything else, load the dataset by performing the following steps:

1. Start by creating a list of image paths, using the glob module as follows:

imagesA = glob(data_dir + '/testA/*.*')imagesB = glob(data_dir + '/testB/*.*')

We have data from two domains, A and B, which is why we have created two lists.

2. Next, iterate over the lists. Load, resize, and horizontally flip the images inside the loop, as follows:

allImagesA = []allImagesB = []# Iterate over the listsfor index, filename in enumerate(imagesA):     # Load images     imgA = imread(filename, mode='RGB')     imgB = imread(imagesB[index], mode='RGB')         # Resize images     imgA = imresize(imgA, (128, 128))     imgB = imresize(imgB, (128, 128))     # Randomly horizontally flip ...