Cauliflower Rice: You can use store-bought fresh cauliflower rice, or make your own cauliflower rice. To make your own, grate fresh cauliflower on a cheese grater. You will need to grate about half of a large head of cauliflower (about 6 ounces) to get 3 cups of cauliflower rice for this recipe.