DCGAN is initialized with random weights, so a random code plugged to the network would make a completely random picture. On the other hand, as you may think, the network has millions of parameters that we will tweak, and the purpose is to locate a location of such parameters https://ambiqapollo309865.idblogz.com/34962949/detailed-notes-on-neuralspot-features