Cannon Hollow is a valley located in Grundy County, Tennessee. It appears on the Tracy City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,837.45 feet (560.05 m) above sea level. The nearest populated place is White City, approximately 0.3 miles to the S.