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DCGAN is initialized with random weights, so a random code plugged to the network would make a totally random picture. Nevertheless, while you may think, the network has countless parameters that we are able to tweak, along with the purpose is to find a environment of these parameters that makes samples created from random codes appear to be the ed

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