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DCGAN is initialized with random weights, so a random code plugged into the network would generate a totally random image. Nevertheless, as you may think, the network has a lot of parameters that we will tweak, and also the goal is to locate a setting of such parameters that makes samples produced from random codes appear to be the education inform