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Delhaize_dates

This repository contains code and models to detect expiry dates on products from an image. This was created as a 2-week challenge for a BeCode project.

Two versions with user interface were created:

  • Detect dates in realtime by holding the date in a rectangle (like a barcode scanner)
  • Detect dates fields in an image and extract them

2 pytorch models from ocr.pytorch were retrained on the given dataset:

  • CTPN model to detect the date location
  • CRNN model to perform OCR

Kivy is used as UI.