Absolutely not.... You WILL need one of them "car battery size things" as you put it. You will need one of AT LEAST 2.2 KVA as you will find they have 2 ratings, on for continuous use, and one for intermittant use..
Problem is, your transformer will cost you more than the steam cleaner did......
john..