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DCGAN is initialized with random weights, so a random code plugged to the network would make a completely random graphic. Nevertheless, as you might imagine, the network has an incredible number of parameters that we are able to tweak, as well as the objective is to locate a setting of these parameters which makes samples produced from random codes