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In this paper, we propose a SaaS service which prevents shoplifting usingimage analysis and ERP. In Japan, total damage of shoplifting reaches 450billion yen and more than 1000 small shops gave up their businesses because ofshoplifting. Based on recent cloud technology and data analysis technology, wepropose a shoplifting prevention service with image analysis of security cameraand ERP data check for small shops. We evaluated stream analysis of securitycamera movie using online machine learining framework Jubatus.

Study of shoplifting prevention using image analysis and ERP check