DCGAN is initialized with random weights, so a random code plugged into your network would crank out a totally random picture. Nevertheless, as you may think, the network has a lot of parameters that we will tweak, as well as the objective is to locate a placing of these parameters which makes samples produced from random codes seem like the traini