Blue Hole is a spring located in Walker County, Georgia. It appears on the Kensington USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 721.78 feet (220.00 m) above sea level. The nearest populated place is Chickamauga, approximately 0.3 miles to the NNW.