We synthesize whole-system human photographs setting up from a presented human pose with two devoted ways. one) With a few texts describing the styles of clothes, the given human pose is initially translated to the human parsing map. 2) The ultimate human picture is then generated by supplying the method https://www.humanizingaitext.com/