Deep Branch is a swamp located in Wayne County, Georgia. It appears on the Everett USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 45.93 feet (14.00 m) above sea level. The nearest populated place is Mount Pleasant, approximately 2.4 miles to the SW.