Deep Learning, Machine Learning, Neural Networks, Computer Vision, Artificial Intelligence.
first proposed by Ian Goodfellow et. al (2014), is by far the most popular solution for image generative tasks. GANs are inspired by game theory and use an adversarial scheme so that they can be trained in an unsupervised manner. GANs can be treated as a two-player game, where we pit the generator