Picture Creek is a stream located in Granville County, North Carolina. It appears on the Lake Michie USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 270.79 feet (82.54 m) above sea level. The nearest populated place is Knap of Reeds, approximately 0.4 miles to the NW.