We synthesize full-system human photographs commencing from a given human pose with two focused ways. one) With a few texts describing the designs of clothes, the given human pose is first translated into a human parsing map. 2) The ultimate human graphic is then generated by furnishing the process with https://www.humanizingaitext.com/