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

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


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SLIDE 1

From Students… …to Professionals

The Capstone Experience

Beta Presentation Reducing Shoplifting Using Machine Learning

Department of Computer Science and Engineering Michigan State University Spring 20

Team Meijer

Justin Marinelli Billy Ochab Matthew Schafer Jesse Stricklin Alex Wang

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SLIDE 2

Project Overview

  • Monitor shoppers with Mist access points
  • Look for suspicious activity
  • Identity potential shoplifting incidents
  • Send alerts and provide information to resolve

incidents

  • Monitor confirmed shoplifting devices to

prevent further acts of shoplifting

The Capstone Experience Team Meijer Beta Presentation 2

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SLIDE 3

System Architecture

The Capstone Experience Team Meijer Beta Presentation 3

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SLIDE 4

Desktop App

The Capstone Experience Team Meijer Beta Presentation 4

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SLIDE 5

Mobile App Store Selection

The Capstone Experience Team Meijer Beta Presentation 5

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SLIDE 6

Mobile App Resolved Incidents

The Capstone Experience Team Meijer Beta Presentation 6

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SLIDE 7

Mobile App Unresolved Incidents

The Capstone Experience Team Meijer Beta Presentation 7

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SLIDE 8

Mobile App Confirmed Devices

The Capstone Experience Team Meijer Beta Presentation 8

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SLIDE 9

What’s left to do?

  • Set up our webhook on the Meijer site
  • Testing on store 158 and tweaking thresholds
  • Make aesthetic improvements

The Capstone Experience Team Meijer Beta Presentation 9

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SLIDE 10

Questions?

The Capstone Experience Team Meijer Beta Presentation 10

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