Anna Olsson may refer to:
Anna Olsson (canoeist) (born 1964), Swedish sprint canoeist Anna Olsson (cross-country skier) (born 1976), Swedish cross-country skier Anna Olsson (author) (1866–1946), Swedish-American author Anna-Karin Olsson (born 1967), Swedish tennis and bandy player