General Adversarial Network - Why is GAN used?

A fascinating new breakthrough in the field of machine learning is the Generative Adversarial Network (GAN). Their ability to generate new data instances that closely match your training data is a hallmark of generative models. To illustrate the point, GANs may generate fake yet convincing representations of human faces.