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OCR

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Optical Character Recognition — technology that extracts machine-readable text from images, scanned documents, and non-searchable PDFs.

OCR converts visual representations of text — photographs, scanned pages, image-based PDFs — into selectable, searchable, and editable text. The underlying technology uses pattern recognition to identify characters from pixel data, then assembles them into text strings. Modern OCR engines handle multiple languages, handwriting recognition, and complex layouts with tables and columns.

Accuracy depends heavily on source quality. Clean, high-contrast scans of printed text achieve near-perfect accuracy. Low-resolution photos, handwritten notes, and documents with complex backgrounds introduce errors that require manual correction. For business documents like invoices, receipts, and contracts, OCR accuracy directly affects downstream automation reliability.

Coda One's OCR tool extracts text from images and scanned PDFs directly in the browser. The extracted text can be copied, edited, or fed into other tools — for instance, running OCR on a scanned academic paper, then passing the extracted text through the AI Summarizer or AI Humanizer for further processing. The client-side processing means uploaded documents are not stored on external servers.

Real-World Example

A researcher used Coda One's OCR tool to extract text from twenty scanned journal pages, then summarized the extracted content with the AI Summarizer.

Related Terms

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FAQ

What is OCR?

Optical Character Recognition — technology that extracts machine-readable text from images, scanned documents, and non-searchable PDFs.

How is OCR used in practice?

A researcher used Coda One's OCR tool to extract text from twenty scanned journal pages, then summarized the extracted content with the AI Summarizer.

What concepts are related to OCR?

Key related concepts include PDF Merge, PDF Compression, ChatPDF. Understanding these together gives a more complete picture of how OCR fits into the AI landscape.