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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 a lot of parameters that we are able to tweak, as well as aim is to locate a setting of those parameters which makes samples produced from random codes appear to be the coach