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Alpha Presentation Reducing Shoplifting Using Machine Learning The - PowerPoint PPT Presentation

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Alpha Presentation Reducing Shoplifting Using Machine Learning The Capstone Experience Team Meijer Justin Marinelli William Ochab Matthew Schafer Jesse Stricklin Xiaojun Wang Department of Computer Science and Engineering Michigan State

  1. Alpha Presentation Reducing Shoplifting Using Machine Learning The Capstone Experience Team Meijer Justin Marinelli William Ochab Matthew Schafer Jesse Stricklin Xiaojun Wang Department of Computer Science and Engineering Michigan State University From Students… Spring 2020 …to Professionals

  2. Project Overview • Monitor shoppers with Mist access points • Look for shoplifting patterns • Identify potential shoplifting incidents • Send alerts to prevent the incident The Capstone Experience Team Meijer Alpha Presentation 2

  3. System Architecture The Capstone Experience Team Meijer Alpha Presentation 3

  4. Desktop App The Capstone Experience Team Meijer Alpha Presentation 4

  5. Android Application Notification The Capstone Experience Team Meijer Alpha Presentation 5

  6. iOS Application Unresolved Page The Capstone Experience Team Meijer Alpha Presentation 6

  7. Android Resolve Incident Page The Capstone Experience Team Meijer Alpha Presentation 7

  8. What’s left to do? • Add additional features to the desktop app such as zone monitoring • Optimize each mobile app towards their respective platform • Make the system useful for multiple locations • Categorize confirmed cases for future machine learning analysis The Capstone Experience Team Meijer Alpha Presentation 8

  9. Questions? ? ? ? ? ? ? ? ? ? The Capstone Experience Team Meijer Alpha Presentation 9

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