Monitoring of a full cabin of a vehicle (e.g., including driver and passengers) is provided using a single 2D camera and adaptively applying monitoring algorithms based on different signals, based on a person's state as determined from images of the cabin and/or based on a signal from a non-image sensor. Together with logic to decide which algorithms to run based on available compute resources, embodiments of the invention provide efficient monitoring of the vehicle.