ocrmypdf-image

OCRmyPDF image processing skill — deskew, rotate, clean, despeckle, remove border from scanned documents. Use when the user needs to improve scanned PDF quality, fix skewed pages, remove noise, or clean up scanned documents before OCR.

261 stars

Best use case

ocrmypdf-image is best used when you need a repeatable AI agent workflow instead of a one-off prompt. It is especially useful for teams working in multi. OCRmyPDF image processing skill — deskew, rotate, clean, despeckle, remove border from scanned documents. Use when the user needs to improve scanned PDF quality, fix skewed pages, remove noise, or clean up scanned documents before OCR.

OCRmyPDF image processing skill — deskew, rotate, clean, despeckle, remove border from scanned documents. Use when the user needs to improve scanned PDF quality, fix skewed pages, remove noise, or clean up scanned documents before OCR.

Users should expect a more consistent workflow output, faster repeated execution, and less time spent rewriting prompts from scratch.

Practical example

Example input

Use the "ocrmypdf-image" skill to help with this workflow task. Context: OCRmyPDF image processing skill — deskew, rotate, clean, despeckle, remove border from scanned documents. Use when the user needs to improve scanned PDF quality, fix skewed pages, remove noise, or clean up scanned documents before OCR.

Example output

A structured workflow result with clearer steps, more consistent formatting, and an output that is easier to reuse in the next run.

When to use this skill

  • Use this skill when you want a reusable workflow rather than writing the same prompt again and again.

When not to use this skill

  • Do not use this when you only need a one-off answer and do not need a reusable workflow.
  • Do not use it if you cannot install or maintain the related files, repository context, or supporting tools.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/ocrmypdf-image/SKILL.md --create-dirs "https://raw.githubusercontent.com/partme-ai/full-stack-skills/main/skills/ocrmypdf-skills/ocrmypdf-image/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/ocrmypdf-image/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How ocrmypdf-image Compares

Feature / Agentocrmypdf-imageStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

OCRmyPDF image processing skill — deskew, rotate, clean, despeckle, remove border from scanned documents. Use when the user needs to improve scanned PDF quality, fix skewed pages, remove noise, or clean up scanned documents before OCR.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# OCRmyPDF — Image Processing Guide

## Overview

[OCRmyPDF](https://github.com/ocrmypdf/OCRmyPDF) includes powerful image processing capabilities to improve scan quality before OCR. These tools help fix skewed pages, remove noise, clean borders, and enhance readability.

For core OCR functionality, see the **ocrmypdf** skill. For optimization and PDF/A options, see **ocrmypdf-optimize**. For batch/Docker/scripting, see **ocrmypdf-batch**.

## Deskew

Deskew corrects pages that are slightly rotated (e.g., from feed scanner skew).

```bash
# Auto deskew (recommended)
ocrmypdf --deskew input.pdf output.pdf

# Force deskew even if rotation is minimal
ocrmypdf --deskew --force-ocr input.pdf output.pdf
```

## Rotation

Rotate pages to correct upside-down or sideways scans:

```bash
# Auto-rotate based on text orientation
ocrmypdf --rotate-pages input.pdf output.pdf

# Force rotate all pages
ocrmypdf --rotate-pages --force-ocr input.pdf output.pdf
```

## Remove Borders / Cleaning

Remove unwanted borders, artifacts, and noise from scanned pages:

```bash
# Remove borders (dots, solid borders)
ocrmypdf --remove-bordering input.pdf output.pdf

# Combine with cleanup
ocrmypdf --remove-bordering --clean input.pdf output.pdf
```

## Despeckle

Remove speckles and isolated noise pixels:

```bash
# Remove speckles
ocrmypdf --despeckle input.pdf output.pdf

# Aggressive despeckle for very noisy scans
ocrmypdf --despeckle --clean input.pdf output.pdf
```

## Unpaper

[unpaper](https://github.com/Flameeyes/unpaper) provides advanced post-processing:

```bash
# Apply unpaper with default settings
ocrmypdf --unpaper input.pdf output.pdf

# Custom unpaper board options
ocrmypdf --unpaper-args "--board A4" input.pdf output.pdf
```

## Oversampling

Increase image resolution before OCR for better accuracy:

```bash
# Oversample to 300 DPI before OCR
ocrmypdf --oversample 300 input.pdf output.pdf

# Common for low-resolution scans
ocrmypdf --oversample 400 input.pdf output.pdf
```

## Combined Recipes

### Fix a skewed scan

```bash
ocrmypdf --deskew --remove-bordering --despeckle scanned.pdf fixed.pdf
```

### Clean up a very noisy scan

```bash
ocrmypdf --deskew --rotate-pages --despeckle --clean --oversample 300 noisy.pdf clean.pdf
```

### Remove all artifacts

```bash
ocrmypdf --remove-bordering --unpaper --despeckle dirty.pdf clean.pdf
```

## Quick Reference

| Task | Command |
|------|---------|
| Auto deskew | `--deskew` |
| Auto rotate | `--rotate-pages` |
| Remove borders | `--remove-bordering` |
| Remove speckles | `--despeckle` |
| Unpaper | `--unpaper` |
| Oversample DPI | `--oversample N` |

## Troubleshooting

- **Poor OCR after cleaning**: Try `--oversample 300` to increase input quality.
- **Artifacts remain**: Use `--unpaper` for aggressive cleanup.
- **Over-cleaned image**: Reduce cleaning options for preserve original quality.

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