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In the current development of image processing technology, image mining technology is one of the more prominent and innovative technology branch. With the increasingly large amount of image data processing requirements increase, there is no effective analysis and processing technology, so how to solve the problem of a large number of data analysis and processing is the main direction of the current image mining technology. This paper will focus on the principle of image mining technology and its application in the current society. Based on the analysis of the basic principle of image mining technology, the data model is analyzed, and the basic function of the data model is discussed. Summed up the image mining technology can fully interpret the existing image information, mining association contact in image, and with the improvement of image mining technology, the target recognition function can be applied to vehicle management mode. Experiments show that this method can achieve more than 80% of the number of vehicles and the number of vehicles in the target image.