Yes, you can, but it will not be as crispy as the fried version. I don’t recommend this method for that reason. But if you must – Preheat the oven to 425°F. Liberally spray a baking sheet with cooking spray or oil. Bake for about 20 minutes, tossing the okra around on the pan about halfway through baking.