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The traditional positioning parameter automatic measurement method has four wheel positioning ability, and the result of measurement is not accurate. In order to solve this problem, an automatic measurement method of vehicle wheel alignment parameters is studied based on convolution neural network. The measurement framework is designed, which consists of control module and control terminal. Compared with the traditional measurement methods, the experimental results show that the method can accurately locate the wheel alignment parameters and complete the parameter measurement. This study has important guiding significance for the development of automobile industry.