The gunshots rang out around 2:30 a.m. at North 9th and Somerset streets.
Police tell Action News a 13-year-old boy was shot in the shoulder and a 12-year-old girl was hit by shrapnel.
Both were in good condition at St. Christopher's Hospital.
The circumstances of the shooting remain under investigation.