Cut the whole chickens into 4 breasts, 4 thighs, 4 legs and 4 wings and set aside. Preheat your oil, in either a heavy pan on the stove or a deep-fryer, to 325 degrees F. In a large bowl, combine the flour, salt, black pepper, garlic powder, onion powder and cayenne pepper until thoroughly mixed.