Preheat oven to 350°F (175°C) and grease a 9x13-inch baking pan.
Mash bananas in a large bowl; cream with softened butter.
Add eggs, vanilla, sour cream, then granulated and brown sugars.
In another bowl, whisk together flour, baking soda, salt, cinnamon, nutmeg.
Gently fold dry mixture into wet until just combined.
Stir in chopped walnuts; reserve a few for topping.
Pour batter into pan; spread evenly and sprinkle reserved nuts on top.
Bake for 35–40 mins; test with a toothpick for doneness.
Cool completely before frosting or slicing.