The incident happened at Broad and Venango streets shortly after 5:00 p.m.
Early reports say that one vehicle may have crossed the center divider and slammed into oncoming traffic.
One of the vehicles came to rest upside down.
Two adults were rushed by medics to nearby Temple University Hospital for treatment.
None of the injuries appear life-threatening.