 Conner was born at Slate Springs, in Calhoun County, Mississippi.His father, Robert H. Conner, was a soldier in the Confederate States Army who was wounded several times during the American Civil War.In his final engagement, the Battle of Atlanta, Robert Conner was shot in the head and lost his sight.