It happened as the victims were crossing the street near the intersection of North 5th Street and Indiana Avenue just after 4:00 a.m. Sunday.
The driver then got out of the car and ran from the scene.
The victims are at Temple University Hospital with serious injuries.
Police are still trying to find the driver.
The vehicle involved in the crash has since been impounded.