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DCGAN is initialized with random weights, so a random code plugged in the network would produce a very random image. Even so, when you might imagine, the network has a lot of parameters that we are able to tweak, and the purpose is to locate a setting of those parameters which makes samples generated from random codes seem like the teaching informa