DCGAN is initialized with random weights, so a random code plugged in the network would make a totally random picture. Nevertheless, as you may think, the network has many parameters that we could tweak, along with the aim is to find a setting of such parameters that makes samples generated from random codes appear to be the teaching knowledge.Supe