Generative Adversarial Network and Super Resolution GAN(SRGAN)

Image super-resolution (SR) techniques reconstruct a higher-resolution image from the observed lower-resolution images. An intuitive method for this topic is interpolation, for which texture detail in the reconstructed images is typically absent.

Super-Resolution Generative Adversarial Network, or SRGAN, is a generative adversarial network (GAN) for image…