Super Resolution GAN: SRGAN

Introduction

Super Resolution imaging is referred to as using different techniques to convert a lower resolution image to higher resolution image, it is mostly performed on upsampled images. Super Resolution GAN (SRGAN) is generative adversarial network that can generate high resolution images from low resolution images using perceptual loss function that is made of the adversarial loss as well as the content loss. As we know the GAN is made of the generator and the discriminator , hence the dis...