Generative deep fields: arbitrarily sized, random synthetic astronomical images through deep learning

Michael J. Smith, James E. Geach

Generative Adversarial Networks (GANs) are a class of artificial neural network that can produce realistic, but artificial, images that resemble those in a training set. In typical…