generative models are not yet good enough to make this quality of images but that's the goal that we're striving toward the particular approach the generative adversarial Network to take to generative modeling is to have two different agents playing a game against each other one of these agents is a generator network which tries to generate data and the other agent is a discriminator network that examines data and estimates whether it is real or fake the goal of the generator is to fool the discriminator and as both players get