In this movie, in the beginning, some thieves start talking about the Joker, mentioning that he wears "make-up" to look scarier. This is a huge mistake, because the real story says that that the Joker fell into a barrel full of chemicals that changed the color of his face and hair. Also, when he shoots Jim Gordon, he has no "make up", when obviously his face should be the same as always