In a large bowl, combine bananas, flour, baking powder, sugar, cinnamon, milk, and vanilla extract. Stir until mixture becomes a batter.
Drop batter into oil in increments of approximately 2 tablespoons. Fry until evenly browned on both sides, then remove and place on paper towels to dry any excess oil.