Currently. vehicle classification in roadway-based techniques depends mainly on photos/videos collected by an over-roadway camera or on the magnetic characteristics of vehicles. However. camera-based techniques are criticized for potentially violating the privacy of vehicle occupants and exposing their identity. https://www.jmannino.com/