The attack happened just before 4 a.m. on Teilman and Weldon Avenues.
Investigators say the two men were walking when a vehicle drove by, and someone inside opened fire.
The victims ran to a nearby house and were driven to Community Regional Medical Center with non-life-threatening injuries.
A witness told officers the car drove off quickly after the shots were fired, but no further description of the vehicle or a possible suspect was released.
This is a developing story.