extract-text-from-image

Extract text from images and PDFs using Tesseract OCR.

45|50|Updated Jan 24, 2026
One-click install
npx skills add https://github.com/zocomputer/skills --skill extract-text-from-image
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: extract-text-from-image
Source: https://github.com/zocomputer/skills/tree/main/Official/zo-extract-text-from-image
Command: npx skills add https://github.com/zocomputer/skills --skill extract-text-from-image

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires tesseract-ocr, imagemagick, ghostscript, and includes scripts (resource) components.

What problem does it solve?

This Skill addresses the challenge of extracting text from image-based documents, scanned PDFs, and screenshots, making their content searchable and editable.

Core Features & Use Cases

  • OCR for Images: Utilizes Tesseract OCR to recognize and extract text from various image formats (PNG, JPG, TIFF).
  • PDF Text Extraction: Converts PDF pages into images and then applies OCR to extract text.
  • Image Preprocessing: Includes steps to enhance image quality (resizing, grayscale, sharpening) for improved OCR accuracy.
  • Multi-language Support: Can be configured to extract text in multiple languages.
  • Use Case: Extracting contact information from a business card image or digitizing text from a scanned report.

Quick Start

Use the extract-text-from-image skill to extract all text from the attached file 'receipt.png'.

Frequently Asked Questions about extract-text-from-image

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract text from a scanned PDF using OCR?

To extract text from a scanned PDF, the Skill converts PDF pages into images using Ghostscript and then applies Tesseract OCR to recognize the text. This process turns image-based documents into searchable and editable content.

Does Tesseract OCR support multi-language text extraction?

Yes, Tesseract OCR supports multi-language text extraction. The Skill can be configured to recognize and extract text in multiple languages, ensuring accurate digitization for documents containing mixed linguistic content.

How do I improve OCR accuracy on low quality images?

You can improve OCR accuracy by using image preprocessing steps. The Skill includes image enhancement features like resizing, grayscale conversion, and sharpening via ImageMagick to optimize image quality before Tesseract text recognition.

Do I need ImageMagick and Ghostscript to extract text from images?

Yes, you need ImageMagick and Ghostscript installed alongside Tesseract OCR. These dependencies handle image manipulation and PDF-to-image conversion, which are required preprocessing steps before accurate text extraction can occur.

Can I extract contact information from a business card image?

Yes, you can extract contact information from a business card image. The Skill uses Optical Character Recognition to process formats like PNG and JPG, making text from screenshots or photographs directly searchable and editable.

What are the limitations of using Tesseract for document digitization?

Tesseract document digitization requires clear image inputs and depends on preprocessing for accuracy. Low-resolution images or complex layouts may reduce recognition quality, making the included resizing and sharpening steps essential for reliable text extraction.