There's a one bag limit on normal buses, but no such limit that I can find on the CityFlyer routes. I've seen plenty of people on them with what you describe so I think you'll be OK.
(Getting them from the bus stop to your hotel might be a bit tricky though!)
Last edited by christep; Oct 26, 2017 at 4:30 am
Reason: typo