Cannon Hollow is a valley located in McKean County, Pennsylvania. It appears on the Keating Summit USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,538.71 feet (469.00 m) above sea level. The nearest populated place is Gardeau, approximately 2.0 miles to the SSW.