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OCR & AIJuly 24, 20265 min read

How to Convert Scanned PDFs and Images into Searchable, Copyable Text


The Problem with Scanned PDFs

When you scan a paper document using a physical scanner or smartphone app, the output PDF is often just a container holding flat image pixels.

Even though you can see words on your screen, your computer cannot recognize them as text. You cannot search for key terms (Ctrl+F), copy quotes into Word, or feed the document into screen readers or AI summarizers.


What is Optical Character Recognition (OCR)?

Optical Character Recognition (OCR) is a technology that analyzes image pixels, detects line patterns and character shapes, and translates them into machine-encoded text characters (ASCII and Unicode).

Historically, OCR required heavy desktop applications or expensive server APIs. Today, client-side WebAssembly models allow us to run neural-network OCR engines directly inside your web browser.


How Client-Side OCR Works in Your Browser

PDF Section uses Tesseract.js compiled to WebAssembly to provide instant, browser-native text recognition:

  1. Canvas Rasterization: The uploaded PDF page is rendered to an HTML5 canvas at high resolution.
  2. Binarization & Contrast Enhancement: Image pixels are pre-processed to convert colored artifacts into high-contrast black and white text shapes.
  3. Neural Character Extraction: The WebAssembly engine scans character contours, matching glyph patterns against trained language models.
  4. Text Output: Extracted text blocks are compiled into copyable text segments ready for editing or exporting.

Step-by-Step Guide to OCR Scanned Files

  1. Navigate to the OCR PDF page on PDF Section.
  2. Drag and drop your scanned PDF file or document image.
  3. Click Run OCR Page Scanning.
  4. Watch the real-time progress bar as character recognition processes page by page.
  5. Copy the extracted text output to your clipboard or download it as a text document.

No account registration is needed, and your scanned contracts or personal notes never touch an external server.

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