Preheat oven to 375°. Butter an ovenproof dish, deep dish pie plate, or cast-iron pan (at least 1 ½-inch deep). Place eggs, 3/4 cup sugar, vanilla extract, almond extract, brandy, flour, and milk in a blender: puree till smooth. In mixing bowl, toss the cherries with remaining 1/4 cup sugar. Place three-quarters of cherries and their juices in bottom of baking dish. Pour batter over fruit; arrange remaining cherries on top. Bake for 40 to 45 minutes or until top is brown and a knife inserted into middle of dish comes out clean. Remove from oven and cool for 5 minutes before serving (cake will sink slightly). Sprinkle with powdered sugar over the top with a sieve. Serve warm. Makes about 6 to 8 servings.
Variations: Substitute other seasonal fruit (pears, apples, berries, plums) for the cherries if you like. When using very juicy fruit, increase amount of flour in recipe to up to 1 1/4 cups.