Walnut Creek is a stream located in Fannin County, Georgia. It appears on the Hemp Top USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,009.36 feet (612.45 m) above sea level. The nearest populated place is Dunn, approximately 2.6 miles to the ESE.