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Extra White Spaces in OCR Output

Curtis Chau
Curtis Chau
Updated: August 21, 2026

Extracting text with OCR can produce unexpected white spaces between characters. This usually comes from variations in character width and spacing, and applying filters to the input does not always resolve it.

The following approaches have proven effective at avoiding the extra spaces.

Solution

Option 1: Use the Roboto font

Roboto is a clean, modern typeface that is OCR-friendly and often yields better character recognition results.

Option 2: Use ReadDocumentAdvanced()

ReadDocumentAdvanced() gives you more control over the OCR process and improves handling of complex text layouts.

Option 3: Use OcrLanguage.EnglishBest

OcrLanguage.EnglishBest is an advanced language model that provides better accuracy than the standard English option.

Option 4: Train a custom font

When the input PDF uses a unique or non-standard font, default OCR settings may struggle. Training a custom font teaches the OCR engine to recognize specific fonts more accurately, which significantly improves performance. See the OCR custom font training guide for the steps.

Before:

OCR output with extra white space between characters, such as "7947 1-32473-46-Statutory Notice-DIS"

After:

Corrected OCR output without extra white space, reading "77905-87671-980-Bankruptcy-DIS"

Curtis Chau
Technical Writer

Curtis Chau holds a Bachelor’s degree in Computer Science (Carleton University) and specializes in front-end development with expertise in Node.js, TypeScript, JavaScript, and React. Passionate about crafting intuitive and aesthetically pleasing user interfaces, Curtis enjoys working with modern frameworks and creating well-structured, visually appealing manuals.

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