PaddleOCR

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

20 articles 71.5k View on GitHub ↗
20 articles
PaddleOCR Data Preprocessing Best Practices: Configuration-Driven Pipeline Guide

Master PaddleOCR data preprocessing with our guide to its configuration-driven pipeline. Learn best practices for reproducible and memory-efficient data loading.

best-practices
Mar 3, 2026
How to Use GPU with PaddleOCR: Complete Device Configuration Guide

Boost PaddleOCR performance with GPU acceleration. Follow this guide to configure your device for faster OCR processing using the paddlepaddle-gpu package and simple command line or Python setup.

how-to-guide
Mar 3, 2026
Understanding PaddleOCR's Architecture: A Deep Dive into the Pipeline-Based Design

Explore PaddleOCR's architecture and its modular pipeline design. Learn how to chain detection, recognition, and classification models for efficient OCR solutions.

deep-dive
Mar 3, 2026
Troubleshooting PaddleOCR Installation Errors: A Complete Guide to Common Setup Issues

Solve common PaddleOCR installation errors. Verify compatibility, install dependencies, and optimize GPU acceleration for a smooth setup.

how-to-guide
Mar 3, 2026
Integrating PaddleOCR with Python Applications: From Basic OCR to Multimodal AI

Integrate PaddleOCR with Python apps for advanced text recognition and document understanding. Leverage powerful OCR and multimodal AI with easy pipeline classes.

tutorial
Mar 3, 2026
How to Fine-Tune PaddleOCR on a Custom Dataset: A Complete Training Guide

Master fine-tuning PaddleOCR on your custom dataset. Learn to format data, configure YAML, and resume training for improved OCR accuracy with this complete guide.

how-to-guide
Mar 3, 2026
What Are the Limitations of PaddleOCR? 7 Critical Constraints in Version 3.x

Discover the top 7 limitations of PaddleOCR 3.x including Base64 PDF constraints, GPU memory, and image dimension limits. Understand critical constraints for optimal OCR.

limitations
Mar 3, 2026
How to Perform Batch Processing with PaddleOCR: A Complete Guide to Batch Recognition

Master batch processing with PaddleOCR using the TextRecognizer class and rec_batch_num parameter. Accelerate your text recognition by processing multiple images simultaneously for enhanced efficiency.

how-to-guide
Mar 3, 2026
What Are the Different OCR Pipelines in PaddleOCR? A Complete Technical Guide

Explore the ten OCR pipelines in PaddleOCR, from classic detection to multimodal VLM. This guide details their unified interfaces for efficient text recognition.

deep-dive
Mar 3, 2026
How to Use PaddleOCR with Different Image Formats: JPG, PNG, PDF, and GIF Support

Learn how to use PaddleOCR with JPG PNG PDF and GIF formats. PaddleOCR automatically handles detection validation and decoding saving you manual conversion time.

how-to-guide
Mar 3, 2026
How to Optimize PaddleOCR for Inference Speed: 7 Proven Acceleration Techniques

Boost PaddleOCR inference speed with 7 proven techniques. Learn to optimize models, use hardware backends, INT8 quantization, and batch processing for faster results.

performance
Mar 3, 2026
Supported Languages in PaddleOCR: A Complete Guide to 100+ Multilingual Models

Explore PaddleOCR's extensive language support with over 100 multilingual models. Discover supported languages and easily configure them for your projects.

tutorial
Mar 3, 2026

Have a question about this repo?

These articles cover the highlights, but your codebase questions are specific. Give your agent direct access to the source. Share this with your agent to get started:

Share the following with your agent to get started:
curl -s "https://instagit.com/install.md"
Works with
Claude Codex Cursor VS Code OpenClaw Any MCP Client

Maintain an open-source project? Get it listed too →