Cannon Creek is a stream located in Sevier County, Tennessee. It appears on the Mount Le Conte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,355.64 feet (718.00 m) above sea level. The nearest populated place is Greenbrier (historical), approximately 2.2 miles to the NNE.