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DCGAN is initialized with random weights, so a random code plugged to the network would generate a totally random graphic. Nonetheless, when you might imagine, the network has an incredible number of parameters that we can easily tweak, as well as the objective is to locate a setting of these parameters which makes samples created from random codes