On Beijing Road, take the bus and get off at the "Museum" station.
There is a registration office on the first floor of the entrance, and you need an ID card. I can't remember how much it cost. Anyway, it's 100-200 yuan, and most of it belongs to the deposit.
I have been there for half a year.