Place the potatoes in a large baking dish or casserole. Add the garlic, rosemary, and oregano and season with salt and pepper. Drizzle the olive oil over the potatoes and toss to coat evenly. Bake, stirring occasionally, until the potatoes are browned and cooked through, about 1 1/2 hours. Serve immediately.