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Receipt Scanning Using R

Overview

At it's conception these tools will parse an image of a receipt into text. Later iterations of these tools will train machine models to parse, organize, label, and tag receipts for tracking grocery prices over time and by location. I set out to do this with R but there may be occassions where Python is necessary.

Process

  • Scan receipt by taking an image with a smartphone.
  • Upload image to server that runs analysis script
  • Machine model dumps results of analysis into a temporary form
  • User checks form and submits data to database

To-do

  • Simple Process Server (run locally?)
  • Analysis script
  • Build a form
  • Build DB, data tables

Ideas