It happened in the 5700 block of Hadfield Street.
A 30-year-old man was found with a gunshot wound and was taken to the Hospital of the University of Pennsylvania in stable condition.
The other victim, a 37-year-old woman, was also taken to HUP with a gunshot wound to the leg. She was also reported to be in stable condition.
There is no word yet on what led up to this shooting.