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PDF OCR in Python: Extract Text from Scanned PDFs in 5 Lines

DEV Community: tutorial·AI Engine·5 months ago
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You have a folder of scanned PDFs. Invoices, contracts, old reports, bank statements your accountant emailed you. None of them are searchable. PyPDF2 returns empty strings because the text is locked inside pixel data, not actual characters.

The classic Python answer is Tesseract: install the binary, install pytesseract, install pdf2image and Poppler, convert each page to an image, run OCR per page, stitch the text back together. Forty lines of code, three system dependencies, and accuracy that varies with scan quality.

A cloud OCR API skips all of that. Here are the five lines of Python that replace the entire pipeline.

Want to run it now? Grab a key from the OCR Wizard API and paste it in.

The 5-line solution

import requests

with open ( " scanned.pdf " , " rb " ) as f : r = requests .…

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