Also Known As: Textile Mill, GA Textile Mill, Georgia is a Town in Green County, Georgia, known for a Former Child Labor Factory that Closed Down when Child Labor Ended. The Child Labor History is in Downtown Textile Mill, Georgia Currently. The City Is Located NorthEast Of Atlanta, Georgia. The Factory Had A Water Tower But No Water For Kids To Drink.