DCGAN is initialized with random weights, so a random code plugged into the network would generate a totally random graphic. Nevertheless, while you might imagine, the network has numerous parameters that we are able to tweak, as well as the purpose is to locate a placing of these parameters which makes samples generated from random codes appear to