Cannon Hollow is a valley located in Overton County, Tennessee. It appears on the Monterey USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,156.39 feet (352.47 m) above sea level. The nearest populated place is Bushing (historical), approximately 1.9 miles to the N.