For practical use of a mobility service using an autonomous vehicle, it is necessary to automate departure, the safety confirmation inside the vehicle, and the confirmation of getting on and off. In this report, we develop a method for automatic departure and in-vehicle safety judgment using camera images, and describe evaluation of the detection and determination system toward camera images assuming multiple getting on / off movements and sitting states.