Certain Fury (1985)

During a shooting in court young prostitute Scarlet manages to flee. In a state of confusion, the black Tracy, who was arrested for a minor delict, follows her. When she decides to leave Scarlett, an accident makes it impossible. So they're bound together on a flight from the police and some of the meanest criminals of New York.