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codejam2019's Introduction

Code for Code Jam 2019

General Flow

  • A Raspberry Pi or other embedded system with a camera will be placed inside a kitchen cabinet/fridge.
  • The device will record video of items entering/leaving the fridge/pantry.
  • Machine Learning model will label objects entering/leaving the cabinet/fridge.
  • Machine Learning should be all done on the device while video is not being recorded.
  • Secondary algorithm will also determine if the object is entering or leaving.
  • The Pi sends http POST request to the server to store transactions and update the list of items in the fridge.
  • Web application will display to user the inventory of their kitchen.

Potential improvements

  • Send weekly grocery list to user notifying them of what they should buy.
  • Label objects with expiration dates.
  • Users may order grocery by the click of a button by connecting an online grocery store account or an Amazon account.
  • Barcode reading for identification of unknown items.

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