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DCGAN is initialized with random weights, so a random code plugged in the network would crank out a completely random graphic. Nonetheless, when you might imagine, the network has many parameters that we are able to tweak, as well as the purpose is to locate a placing of those parameters that makes samples generated from random codes appear like th