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DCGAN is initialized with random weights, so a random code plugged into your network would produce a very random picture. Nevertheless, while you might imagine, the network has many parameters that we can tweak, as well as the goal is to find a environment of such parameters that makes samples produced from random codes seem like the teaching infor

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