It happened shortly after 3:00pm Thursday afternoon in the 6100 block of Osage Avenue.
Officials say a man was shot in the head and is listed in critical condition. A woman was shot in the arm and has been upgraded to stable condition. Both are being treated at the Hospital of University of Pennsylvania.
There is no word on the shooter.