DCGAN is initialized with random weights, so a random code plugged in the network would deliver a completely random picture. Even so, as you might imagine, the network has countless parameters that we can tweak, as well as the purpose is to find a environment of those parameters that https://ambiq.ai/articles/ambiq-modelzoo/