Picture Rocks is a borough in Lycoming County, Pennsylvania, United States. The 2020 census measured the population at 640. It is part of the Williamsport, Pennsylvania Metropolitan Statistical Area. Picture Rocks is the birthplace of Warren Sprout, who won a shooting gold medal at the 1912 Olympics.