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DCGAN is initialized with random weights, so a random code plugged into your network would deliver a totally random picture. Nonetheless, as you may think, the network has a lot of parameters that we will tweak, as well as the goal is to locate a environment of these parameters which makes samples produced from random codes look like the coaching k