PaddleOCR — The Complete Guide: OCR, Page Layout and Table Extraction in Python
PaddleOCR, from the PaddlePaddle team at Baidu, is a toolkit for text recognition and document parsing, installed as a Python package and running locally on CPU or GPU. The Apache 2.0 licence allows free use, including commercial, with no registration.
PaddleOCR
PaddlePaddle (Baidu)
Open-source Python OCR and document parsing toolkit: text recognition in dozens of languages, page layout, tables and PDF to Markdown or JSON.
Get it from the vendorWhat you get
- Multilingual text recognition — models for more than a hundred languages.
- PP-StructureV3 — detection of page layout, headings and tables.
- Cell-level tables — output with coordinates for every cell.
- PDF to Markdown or JSON — documents and images turned into structured output.
- A compact vision-language model — for parsing especially complex documents.
How it fits engineering work
The typical use is a script that walks through scanned data sheets or standards and writes their value tables to a file you can open in a spreadsheet. There is no graphical interface, you need to know Python, and it runs much faster with a GPU. The documentation does not explicitly confirm Hebrew support, so test it on a sample page before relying on it.
Related tools
For a desktop interface on top of the same engine — Umi-OCR. For converting whole documents to Markdown with tables — Docling. For tables from PDFs that contain real text — Camelot.
Umi-OCR
hiroi-sora (Umi-OCR project)
Free open-source OCR program that works fully offline: screenshot OCR, batch OCR of images and PDF documents, and QR code reading.
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Docling
Docling Project (originally IBM Research)
Open-source tool that converts PDF, DOCX and scanned images to Markdown or JSON, with table structure recognition and OCR, running locally.
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Camelot
Camelot developers (camelot-dev)
Python library for extracting tables from PDF files into data frames, CSV, Excel or JSON, with several parsing methods for ruled and unruled tables.
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Surya
Datalab
Python OCR toolkit for 90+ languages with layout and reading-order analysis, tables and equations as LaTeX; models free for personal use and research.
Get it from the vendorThe bottom line
One of the strongest open-source OCR toolkits, with layout and table analysis that few free tools match. Ideal for anyone willing to write a little code.