🚀 Hybrid OCR AI

AI-powered multi-format OCR system supporting handwritten text, printed text, Morse code, and Braille with analysis and report generation.

🌟 Overview

Hybrid OCR AI is a modern Optical Character Recognition system that goes beyond traditional OCR. It integrates deep learning models (EasyOCR, TR-OCR) with custom decoding logic to process complex input formats.

It not only extracts text but also provides:

• 📊 Confidence scores
• 📈 Analysis metrics
• 📄 PDF export with charts

✨ Features

• 🧠 Multi-format OCR

  • Printed text
  • Handwritten text
  • Morse code
  • Braille patterns

• ⚡ AI-powered processing

  • EasyOCR (deep learning)
  • TR-OCR (transformer-based)

• 📊 Analytics & insights

  • Accuracy
  • Confidence score
  • Text statistics

• 📄 Export functionality

  • Download results as PDF
  • Includes charts and analysis

• 🔌 Simple API

  • Easy integration in any React / JS app

📦 Installation

npm install hybrid-ocr-sambit

🚀 Usage

import { runOCR } from "hybrid-ocr-sambit"

const handleOCR = async (file) => {
  const result = await runOCR(file)

  console.log(result.text)
  console.log(result.type)
  console.log(result.confidence)
}

📥 Input Supported

• 🖼️ Image files (JPG, PNG)
• ✍️ Handwritten notes
• 🔤 Printed text
• 📡 Morse code images
• 🔵 Braille patterns

📤 Output Format

{
  "text": "Extracted content",
  "type": "Handwritten / Printed / Morse / Braille",
  "confidence": 0.95
}

⚙️ How It Works

1. Upload image input
2. System detects input type
3. OCR processing using AI models
4. Text extraction + analysis
5. Output generated with metrics
6. Optional PDF export

🧠 Tech Stack

• Backend: Python, FastAPI
• OCR Models: EasyOCR, TR-OCR
• Frontend: React.js
• Charts: Recharts
• PDF: html2canvas, html2pdf

🌍 Use Cases

• 📚 Digitalizing handwritten notes
• ♿ Accessibility for visually impaired (Braille)
• 📡 Decoding Morse communication
• 🧾 Document analysis systems
• 🤖 AI-based text processing applications

⚠️ Important Note

Make sure your backend API is deployed and accessible:

const API_URL = "https://your-backend-url.com/ocr"

🔄 Versioning

| Version | Description | | ------- | --------------- | | 1.0.0 | Initial release |

🤝 Contributing

Contributions are welcome! Feel free to fork the repo and submit pull requests.

📄 License

MIT License © 2026 Sambit

⭐ Support

If you like this project, consider giving it a ⭐ on GitHub!