An envelope-free deposit mechanism of a transaction machine receives a deposit from an account holder. The deposit comprises papers includes a combination of cash and checks. The deposit mechanism scan images from the cash and checks. For each paper, it is determined whether the paper is a check or cash. The determining is performed based on a characteristic of the paper scanned by the deposit mechanism.