Walnut Gap is a gap located in White County, Georgia. It appears on the Cowrock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,715.01 feet (827.54 m) above sea level. The nearest populated place is Yonah, approximately 4.1 miles to the SE.