It happened as Linda Faye McNeil was crossing Main Street in the direction of the Food Lion store and a car was driving northbound on Main Street.
The 56-year-old died at Wake Med Hospital.
Holly Springs Police say they do not expect to file charges against the driver. The investigation is ongoing.