Cannon Bay is a bay located in Monroe County, Florida. It appears on the Alligator Bay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -4.92 feet (-1.50 m) above sea level. The nearest populated place is The Watson Place, approximately 3.6 miles to the WNW.