I know that the Autenrieth "pontoon-bodied" coupes and convertibles all look very similar. But in Henning Zaiss' book this one is named "Sportwagen offen, Hannover". According to that source the Marburg convertible had side windows behind the door, but lacked the door vent windows.
Besides that, it must be 502 instead of 520 in the headline.