Tobacco Pouch Branch is a stream located in Lumpkin County, Georgia. It appears on the Campbell Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,290.35 feet (393.30 m) above sea level. The nearest populated place is Hedwig (historical), approximately 1.9 miles to the SE.