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DCGAN is initialized with random weights, so a random code plugged to the network would generate a totally random image. Nonetheless, as you may think, the network has a lot of parameters that we will tweak, as well as purpose is to locate a environment of such parameters which makes samples produced from random codes appear to be the instruction d

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