Chopper 6 was over the accident around 8:40 a.m. at Tilton Street and Indiana Avenue.
Two males in their 30's suffered neck and back pains, police say.
They were taken to Temple University Hospital for treatment.
So far, there is no word on what caused the sinkhole.