Oakland Cemetery for engagement photos? I know, right?! Who would suggest that place? …me! I would! Anyone who has lived inside Atlanta for any amount of time has some familiarity with Oakland Cemetery. The grounds are absolutely stunning. Not only is Oakland Cemetery one of the largest green spaces in Atlanta, it also sits on six acres!