Introduction

A DCGAN was the first popularized improvement to Ian Goodfellow's hallmark structure, as proposed for the first Generative Adversarial Network (GAN). DCGAN enables the use of a repeatable, trainable architecture for GANs that will rarely diverge once dialed in.