you can usually substitute 2 cups of fresh chopped tomatoes for one 14.5-ounce can of diced tomatoes. if a recipe calls for whole canned tomatoes, you will need to peel yours, and if the recipe calls for canned tomato puree, you will need to cook and puree your fresh tomatoes--or stick with canned.