DCGAN is initialized with random weights, so a random code plugged to the network would produce a very random impression. Nevertheless, when you might imagine, 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://ambiq.ai/community/neuralspot-features/