As a Muslim, you should wear your headscarf whether you are in Australia, Hull, Pakistan, or anywhere you're in public.
Being around a majority white population should certainly not stop you or cause you to think otherwise. If anybody judges you, frankly they're a dick.
Stand for who you are, what you belong to, what you represent, and wear your hijaab.