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ImageToText

Initial idea for the project came for Fischl mains discord server. I made this project to detect text from shared there images and then to process it. I used processed data to make an online spreadsheet for everyone to look at. Here is a link Fischl spreadsheet Currently data is gathered from 261 images. Basic GUI made with PyQt5.

Technologies

  • Code implemented in Python
  • AI used to detect text from images - Pytesseract
  • used python libraries: os, cv2, natsort, shutil, PyQt5
  • online google excel spreadsheet

Functionalities

  • Loading images from 4 folders containing different image sizes/formats
  • Cropping desired parts of images
  • Detecting text from cropped images and handling errors during detection with exception handling
  • Moving images with errors to Error folder
  • Saving detected text to .txt files
  • Processing some of data to make it appropriate for spreadsheet

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ImageToText module made with OpenCv and Tesseract

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