Generative Adversarial Network - What is a generative adversarial network?

One form of deep learning architecture is the Generative Adversarial Network, more often known as a GAN. Two neural networks are used in a competitive manner to produce fresh data that seems to be legitimate using a training dataset. With an existing picture database as input, a GAN may generate new images; with a song database as input, it can generate original music.