Preheat oven to 400 degrees F.
In a large skillet, heat the oil and add the garlic and cauliflower. Sprinkle generously with salt and pepper. Squeeze juice of the lemons into the skillet and place lemon halves in skillet. Place into the oven for 25 minutes, or until lightly browned.