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DCGAN is initialized with random weights, so a random code plugged in to the network would create a totally random picture. Nonetheless, as you may think, the network has an incredible number of parameters that we can tweak, as well as the aim is to find a setting of these parameters that makes samples produced from random codes seem like the coach