Have you ever stumbled upon an image (or meme) you really love from the internet that has poor quality and is blurry, and even Google couldn't help you to find a high-resolution version of it? Unless you are one of the few who have spent years learning math and coding, knowing exactly which fractional-order regularization term in your objective equation can be solved by which numerical method, we might as well give GANs a shot!
This chapter will help you to perform image super-resolution with SRGAN to generate high-resolution images from low-resolution ones and use a data prefetcher to speed up data loading and increase your GPU's efficiency during training. You will also learn how to implement your own convolution ...
