Kelly Hollow is a valley located in Perry County, Tennessee. It appears on the Jeannette USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 373.47 feet (113.83 m) above sea level. The nearest populated place is Spring Creek, approximately 0.9 miles to the E.