Cannon Creek is a stream located in Bledsoe County, Tennessee. It appears on the Mount Airy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 738.19 feet (225.00 m) above sea level. The nearest populated place is Pailo, approximately 0.9 miles to the W.