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Technology

What Is OCR (Optical Character Recognition)?

OCR is a technology that extracts machine-readable text from images, scanned documents, and PDFs, enabling search and editing of printed content.

OCR (Optical Character Recognition) explained

OCR (Optical Character Recognition) is a technology that analyzes images of text — from scanned documents, photographs, or PDF files — and converts them into editable, searchable, machine-readable text. Modern OCR engines use deep learning and neural networks to achieve accuracy rates above 99% for clean printed text, though handwriting, unusual fonts, and low-quality scans remain challenging. OCR is essential for digitizing paper archives, making scanned PDFs searchable, extracting data from invoices and receipts, and enabling accessibility for visually impaired users. The process typically involves image preprocessing (deskewing, noise removal), character segmentation, pattern recognition, and post-processing with language models.

Key points

Converts images of text into editable, searchable, copy-pasteable text
Modern OCR engines achieve 99%+ accuracy on clean printed text
Deep learning has dramatically improved accuracy for complex layouts and fonts
Essential for digitizing paper archives and making scanned PDFs searchable
Supports multiple languages and can handle mixed-language documents
Quality depends on image resolution, contrast, and text clarity

Real-world examples

Running OCR on a scanned PDF contract to make it searchable and copy-pasteable
Extracting text from a photographed whiteboard to create digital meeting notes
Batch processing a folder of scanned invoices with OCR for automated data entry

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DPI vs PPI

DPI (dots per inch) measures print resolution, while PPI (pixels per inch) measures screen resolution — they are related but not interchangeable.

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