- Added instructions for setting up Tesseract with language support. - Documented steps for converting PDFs to images using `pdftoppm` and alternatives like `ImageMagick`. - Included examples for single and multi-page OCR processing. - Detailed methods for merging extracted text into a single file. - Added troubleshooting tips for improving OCR results and handling selectable PDFs with `pdftotext`.
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Table of Contents
OCR
Install necessary tools
Update the package list and install Tesseract with support for the desired language. Replace fra with your desired language code (e.g., eng for English).
apt update
apt install tesseract-ocr tesseract-ocr-fra
Verify the installation
Check the installed version of Tesseract and list available languages to ensure your chosen language is installed (e.g., fra for French).
tesseract --version
tesseract --list-langs
Install a utility to convert PDF pages into images
For PDFs that require OCR, you need a utility to convert PDF pages into images. Install poppler-utils, which includes pdftoppm.
apt install poppler-utils
Convert PDF to images
Convert the PDF into JPEG images, with each page saved as a separate file. Each page will be named sequentially (e.g., output-1.jpg, output-2.jpg, etc.).
pdftoppm -jpeg your_file.pdf output
-
Tip: Use a dedicated output directory to avoid overwriting existing files.
-
Alternative tools: If
poppler-utilsisn’t available, consider usingImageMagick:convert -density 300 your_file.pdf output-%04d.jpg
Perform OCR on a single image
Run Tesseract OCR on an image to extract text. Specify the language using the -l option.
tesseract output-1.jpg output-text -l fra
The extracted text will be saved in output-text.txt.
Perform OCR on multiple images
For multi-page PDFs, process all images in a loop. This extracts text from each image and saves it to a separate .txt file.
for img in output-*.jpg; do
tesseract "$img" "${img%.jpg}" -l fra
done
- Note: The
${img%.jpg}syntax removes the.jpgextension, ensuring each.txtfile matches its corresponding image.
Combine all text files
Merge the text from all processed pages into a single file. This is useful for assembling the full content of the PDF.
cat output-*.txt > complete_text.txt
If filenames are out of order, use a sorting approach before merging:
ls output-*.txt | sort -V | xargs cat > complete_text.txt
Troubleshooting and Tips
If Tesseract doesn’t recognize text:
- Ensure the images have sufficient quality and resolution. Use
-rwithpdftoppmto increase the DPI (e.g.,-r 300for 300 DPI). - Try additional Tesseract language packs for better recognition of specific text styles.
Using pdftotext for simpler PDFs:
If the PDF contains selectable text (not just images), pdftotext from poppler-utils can extract text directly without OCR.
pdftotext your_file.pdf output.txt
Replace convert with magick for newer versions.
Verify language codes for Tesseract:
You can find a list of supported languages on the Tesseract GitHub page.