Rocky Branch is a stream located in Walker County, Georgia. It appears on the LaFayette USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 774.51 feet (236.07 m) above sea level. The nearest populated place is Walnut Grove, approximately 1.3 miles to the SW.