Before freezing, peel the bananas and cut them into slices about 2 cm thick. Freeze for at least 5 hours.
Remove the frozen banana pieces and cherries from the freezer and let them thaw a little. Place the bananas in a tall mixing bowl and puree with a hand blender (or blender jug). Add the cherries and mix in. Immediately pour into glasses or bowls and serve.