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DCGAN is initialized with random weights, so a random code plugged to the network would generate a totally random graphic. Even so, as you might imagine, the network has countless parameters that we could tweak, and also the target is to find a placing of such parameters that makes samples produced from random codes appear to be the coaching facts.