Kretschmer moved to Berlin in 1842 and studied under Professor Carl Joseph Begas at the Prussian Academy of Arts. He lived in Friedrichstadt, Behrenstraße 8 and was father of historic geographer Konrad Kretschmer and Indo-European linguist Paul Kretschmer.