I just tried this thing to download a massive amount of photos, and it works! You need an account and some tinkering, but it's probably the quickest way.
Edit: Could only get it working with an account, and it was temporarily suspended after 2000+ photos. It seems IG looks out for this kind of thing. Use with caution.