Gum Branch is a stream located in Pike County, Kentucky. It appears on the Hellier USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,081.03 feet (329.50 m) above sea level. The nearest populated place is Ashcamp, approximately 0.3 miles to the NE.