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DCGAN is initialized with random weights, so a random code plugged in to the network would deliver a totally random graphic. Nonetheless, when you might imagine, the network has many parameters that we will tweak, as well as aim is to locate a setting of those parameters which makes samples generated from random codes appear like the training info.