DETAILS, FICTION AND AMBIQ APOLLO 3 BLUE

DCGAN is initialized with random weights, so a random code plugged to the network would create a totally random picture. Nevertheless, as you may think, the network has many parameters that we can tweak, and also the objective is to find a setting of such parameters which makes samples produced from random codes appear like the education knowledge.