1. An automatic vehicular exterior light control, comprising: a controller configured to generate at least one exterior light control signal as a function of a classification network, said controller is further configured to execute an algorithm comprising at least one transition state selected from the group comprising: an on state to off state transition state and an off state to on state transition state, wherein the classification network is trained using light sources classified using expert knowledge.