script for OCR & text-parsing with collections label-images
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README.md

Collections-OCR

A script to batch collections label-images through OCR

Dependencies - make sure to install these libraries first:

  • magick - to read in image files
  • tesseract - to do OCR magic
  • stringr - to split the OCR'ed lines to columns

Notes:

  • this takes ~2 seconds per label-image
  • this currently uses Tesseract's English ("eng"), German ("deu") and Latin ("lat") libraries.

To run the script:

  1. Add a folder named "images" to this script's directory
  2. Add the images (JPG & JPEG) you'd like to OCR to that directory
  3. Run the script (Rscript ocrMangle.R)

Output - a CSV named "ocrText-[Date-time].csv", containing these columns:

  • "image" = filename for each JPG and JPEG
  • "line_count" = number of lines in each OCR transcription
  • "Line1" - "Line[N]" = text for each line in the OCR transcription.
    • the number of "Line" columns will match the maximum number of lines as needed.