To remove mildew from outdoor furniture, mix a solution of 1 cup ammonia, 1⁄2 cup white vinegar, and 1⁄4 cup of baking soda into 1 gallon of water. Clean your furniture by applying this mixture with a kitchen sponge or washcloth.