SRGAN
SRGAN is a machine learning algorithm that can improve the resolution of images. This technique is known as single image super-resolution, meaning that it can increase the resolution of a single image without needing additional information. How Does SRGAN Work? SRGAN uses a type of machine learning algorithm known as a generative adversarial network (GAN). GANs are made up of two different types of neural networks: a generator and a discriminator. The generator takes low-resolution images and