Walnut Fork is a stream located in Rabun County, Georgia. It appears on the Rabun Bald USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,627.46 feet (496.05 m) above sea level. The nearest populated place is Antioch, approximately 1.7 miles to the WSW.