Leatherwood Creek is a stream located in Franklin County, Georgia. It appears on the Red Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 718.50 feet (219.00 m) above sea level. The nearest populated place is Prospect, approximately 2.5 miles to the NW.