YouTube - South Milwaukee Police Officer Threatens Me341.05 When vehicles exempt from registration. A vehicle, even though operated upon a highway of this state, is exempt from registration if any of the following applies:341.05(23) The vehicle is a motor bicycle or bicycle, except as provided in s. 349.18.