DCGAN is initialized with random weights, so a random code plugged in the network would deliver a completely random image. Nonetheless, while you may think, the network has a lot of parameters that we can easily tweak, and also the objective is to find a environment of those parameters https://angeloppoki.theideasblog.com/34974889/details-fiction-and-ai-news