https://github.com/oshekharo/image2text-pro

An advanced, configurable OCR tool for extracting text from images with preprocessing and parallel processing capabilities. Optimized for Chinese text but supports multiple languages.
https://github.com/oshekharo/image2text-pro

mtl ocr opencv python tesseract-ocr

Last synced: 11 months ago
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An advanced, configurable OCR tool for extracting text from images with preprocessing and parallel processing capabilities. Optimized for Chinese text but supports multiple languages.

• Host: GitHub
• URL: https://github.com/oshekharo/image2text-pro
• Owner: OshekharO
• Created: 2023-02-16T17:24:37.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2025-06-24T05:50:25.000Z (12 months ago)
• Last Synced: 2025-06-24T06:33:58.080Z (12 months ago)
• Topics: mtl, ocr, opencv, python, tesseract-ocr
• Language: Python
• Homepage:
• Size: 21.5 KB
• Stars: 2
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Image2Text-Pro

Advanced OCR tool for extracting text from images with preprocessing and parallel processing.

![Python](https://img.shields.io/badge/Python-3.8+-blue?logo=python)

![OpenCV](https://img.shields.io/badge/OpenCV-4.5+-green?logo=opencv)

![Tesseract](https://img.shields.io/badge/Tesseract-OCR-orange)

## Features ✨

- 📷 Supports multiple image formats (JPG, PNG, TIFF, BMP)

- 🔍 Advanced image preprocessing for better OCR accuracy

- ⚡ Parallel processing for fast batch operations

- 🌍 Multi-language support (Chinese by default)

- 📊 Progress tracking and performance metrics

- 🛠️ Configurable preprocessing and OCR parameters

## Installation 🛠️

1. Install Tesseract OCR:

   ```bash

   # On Ubuntu/Debian

   sudo apt install tesseract-ocr

   sudo apt install libtesseract-dev

   # On macOS

   brew install tesseract

   ```

2. Python Dependencies:

   ```python

    pip install -r requirements.txt

   ```

## Usage 🚀

1. Basic Command:

   

   `

   python text_extractor.py -i input_images -o output_texts

   `

3. Advanced Usage:

   

   `

   python text_extractor.py \

  -i ./photos \

  -o ./extracted_texts \

  --lang eng+chi_sim \

  --psm 11 \

  --workers 8 

   `

   

## Contributing 🤝

   We welcome contributions! Please:

   1. Fork the repository

   2. Create a feature branch (git checkout -b feature/your-feature)

   3. Commit your changes (git commit -m 'Add some feature')

   4. Push to the branch (git push origin feature/your-feature)

   5. Open a Pull Request

 
Made with ❤️ and Python
 OCR accuracy may vary depending on image quality and language complexity