Quitman County is a county located in the U.S. state of Georgia. As of the 2010 census, the population was 2,513, making it the second-least populous county in Georgia. The county seat is Georgetown. The county was created on December 10, 1858 and named after General John A. Quitman, leader in the Mexican-American War, and once Governor of Mississippi.