The collision was reported at 5:07 p.m. near the corner of East 16th Street and Fruitvale Avenue.
Two ambulances were called to the scene for the two victims, according to the fire department. They were both transported to a local hospital with non-life threatening injuries.
Police are still looking for the car that hit hte two.
(ABC7 News contributed to this report)