Tannery Gulf is a valley located in Walker County, Georgia. It appears on the Fort Oglethorpe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 751.41 feet (229.03 m) above sea level. The nearest populated place is Chattanooga Valley, approximately 0.6 miles to the S.