The accident happened just before 7:30 a.m. Wednesday at the intersection of Central and Laurel avenues.
Both of the injured had to be removed from the vehicle and were transported to the hospital. Police later said the injuries were considered to be minor.
No one was injured inside the house.
Police are still trying to determine what cause the driver to lose control.