Line a baking sheet with aluminum foil and preheat oven to 225. Place tomatoes on baking sheet, cut side up. Sprinkle with salt and pepper. Bake until tomatoes are mostly shriveled up, 2-3 hours depending on their size (see notes). Store in the fridge until ready to be used.