DCGAN is initialized with random weights, so a random code plugged into the network would produce a totally random picture. Nonetheless, as you may think, the network has a lot of parameters that we are able to tweak, as well as aim is to locate a placing of these parameters which makes samples created from random codes seem like the teaching facts