The discriminator is fed with images of existing art works, whilst the "Generator" attempts to create new images. The role of the "Discriminator" is to see if it can spot which works are computer generated, whilst the generator tries to create works which fool the discriminator. If the discriminator fails to spot a piece, that piece is considered successful.[3]