The crash happened at about 11:50 p.m. Friday at the intersection of Kenneth Road and Palm Avenue.
Police said one vehicle was going north on Kenneth Road and the other was driving east on Palm Avenue when they collided.
One of the vehicles ended up on top of a parked car.
Two people were taken to the hospital. Their conditions were not immediately known.
City News Service contributed to this report.