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DCGAN is initialized with random weights, so a random code plugged into your network would deliver a totally random graphic. However, while you may think, the network has many parameters that we will tweak, as well as aim is to locate a location of these parameters which makes samples generated from random codes appear like the training info.AmbiqÂ