Cannon Spring is a spring located in Bedford County, Tennessee. It appears on the Shelbyville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 750.05 feet (228.62 m) above sea level. The nearest populated place is Creekwood, approximately 1.4 miles to the WNW.