Gunne is a surname. Notable people with the surname include:
Carl Gunne (1893–1979), Swedish painter John Gunne (English politician) (), English politician John Gunne (Manitoba politician) (1872–1935), Canadian physician and politician
See also Gunn (surname) Gunner (name) Gunnes