Police initially released some images of the suspect Monday, but on Tuesday publicized clearer pictures of the man on a TTC bus.
According to police, a man knocked on the door of a home where two women were present on Monday morning.
Police say the suspect claimed to be soliciting newspaper sales.
He then made his way inside the home and sexually assaulted a 25-year-old woman and a 30-year-old woman.
Police say the suspect was armed with a knife and suffered a wound to his torso after struggling with the victims before he fled the scene.
He is described as a white male between five-foot-10 and six feet tall. He is clean shaven and has short, dark hair. Police say he wore a black nylon jacket, black pants and had a white bag.