DCGAN is initialized with random weights, so a random code plugged in to the network would produce a completely random image. Nonetheless, as you might imagine, the network has numerous parameters that we are able to tweak, as well as the aim is to find a setting of these parameters which makes samples created from random codes appear to be the tea