DCGAN is initialized with random weights, so a random code plugged to the network would generate a completely random graphic. Nevertheless, as you may think, the network has a lot of parameters that we could tweak, plus the purpose is to find a setting of such parameters that makes samples generated from random codes appear to be the schooling fact… Read More