The incident happened in the 5700 block of Wyndale Avenue around 1:00 p.m.
Police found a 57-year-old man shot in the torso and a 56-year-old woman shot in the face.
Both were found dead in a second floor bedroom.
It is not yet known who the shooter was.
The names of the deceased have not been released.