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DCGAN is initialized with random weights, so a random code plugged into your network would make a completely random picture. Nevertheless, while you might imagine, the network has a lot of parameters that we are able to tweak, as well as aim is to locate a environment of such parameters that makes samples created from random codes look like the tea