A view of Andersonville Prison, Georgia, on August 17, 1864. Andersonville was an infamous Confederate Prisoner-of-war camp, where nearly 13,000 of its approximately 45,000 Union prisoners died in brutal conditions, suffering from starvation, disease, and abuse from their captors.