This paper through a careful study of intelligent transportation system architecture and related theory, propose a kind of design of intelligent transportation system under the environment of Internet of things. At the same time, according to the application, propose the Ada Boost deployment algorithm. First, describe the intelligent transportation system the histogram intersection technologies, and be based on the analysis of the functional requirements of the euclide an distance to design the hierarchical model and the overall scheme of gateway.