알고리즘 Algorithm

DCGAN, which is the core of Neural Face, consists of two different neural networks which are:

1. Generator (G) that generates an image

2. Discriminator (D) that discriminate real images from generated images

Two neural networks compete as one tries to deceive the other. This kind of learning is called Adversarial Learning. Because of this, Generator and Discriminator are described as a thief and police, respectively.