Cannon Branch is a stream located in Avery County, North Carolina. It appears on the Elk Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,159.45 feet (963.00 m) above sea level. The nearest populated place is Whaley, approximately 1.2 miles to the WNW.