paddleocr-text-recognition

Extract text and positional data from images and PDFs using PaddleOCR.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/ggongch2/26-1_book_reading --skill paddleocr-text-recognition-ggongch2
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paddleocr-text-recognition
Source: https://github.com/ggongch2/26-1_book_reading/tree/main/PaddleOCR/skills/paddleocr-text-recognition
Command: npx skills add https://github.com/ggongch2/26-1_book_reading --skill paddleocr-text-recognition-ggongch2

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires httpx, and includes scripts (resource) and references (resource) components.

What problem does it solve?

PaddleOCR Text Recognition automates extracting text and its exact locations from images and PDF documents, turning scattered visual content into searchable data.

Core Features & Use Cases

  • Extract text and coordinates from images and PDFs, including structured documents like invoices and forms.
  • Supports URL or local file inputs and returns complete text with page-wise organization.
  • Use case: convert scanned receipts into searchable records for expense reporting or archive digitization.

Quick Start

Provide an image or PDF source (URL or file path) and request the complete OCR text with coordinates using PaddleOCR.

Frequently Asked Questions about paddleocr-text-recognition

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

FAQPage Schema
How do I extract text with coordinates from images and PDFs using PaddleOCR?

To extract text with coordinates from images and PDFs, PaddleOCR processes screenshots, photos, and scanned documents via API invocation, returning positional data alongside the recognized text in deterministic JSON outputs.

Can I use PaddleOCR to extract text from scanned invoices and forms?

Yes, PaddleOCR can extract text and its exact locations from structured documents like scanned invoices and forms, converting embedded visual content into searchable, page-wise organized data records.

Does PaddleOCR text recognition support both local file paths and URLs as inputs?

PaddleOCR text recognition supports both local file paths and URLs as inputs for images and PDFs, utilizing environment-driven configuration to process the sources and output complete text with positional data.

What is the best way to automate OCR text extraction from screenshots for expense reporting?

The best way to automate OCR text extraction from screenshots for expense reporting is using API-based OCR invocation, which deterministically captures embedded text and coordinates to digitize visual records.

Why does PaddleOCR return positional data along with the extracted text?

PaddleOCR returns positional data along with extracted text to map exact locations within images and PDFs, enabling programmatic capture of visual content layout for downstream data processing workflows.

Do I need to configure my environment for PaddleOCR to handle deterministic JSON outputs?

Yes, you need environment-driven configuration to ensure PaddleOCR handles deterministic JSON outputs correctly, applying explicit error handling and optional local stdout modes during the API-based OCR invocation.