DCGAN is initialized with random weights, so a random code plugged in the network would produce a very random image. Even so, when you may think, the network has a lot of parameters that we will tweak, as well as goal is to find a placing of these parameters https://ambiq.ai/community/deploying-edgeimpulse-models-using-neuralspot-nests/