Update - Eastatoe Falls is a beautiful 60-foot cascade located on private property (practically in the owner's backyard). The previous, long-term owners of the area, allowed visitors to visit the waterfalls.
Eastatoe Falls is closed to the public now due to new ownership - in 2019, the property has been sold.