Deep Gap is a gap located in Polk County, Tennessee. It appears on the Ducktown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,158.93 feet (658.04 m) above sea level. The nearest populated place is Rymers (historical), approximately 2.0 miles to the NE.