Game Subtitle Recognition and Translation

This repository contains a Python project for recognizing subtitles in games and displaying them in the desired language. The project utilizes computer vision, natural language processing, and user interface development techniques.

Features

• Extracts subtitles from game screens using computer vision techniques.
• Performs optical character recognition (OCR) on the extracted subtitle text.
• Detects the language of the subtitles.
• Translates the subtitles into the desired language using pre-trained models.
• Displays the translated subtitles in real-time on the game screen.

Requirements

• Python 3.7 or higher
• OpenCV (cv2) - Install using pip install opencv-python
• Tkinter - Included with Python (no additional installation required)
• MSS (mss) - Install using pip install mss
• NumPy - Install using pip install numpy
• PyTesseract - Install using pip install pytesseract
• Transformers - Install using pip install transformers

Usage

1. Clone the repository: git clone https://github.com/your-username/game-subtitle-recognition.git
2. Install the required libraries (if not installed already): pip install -r requirements.txt
3. Run the main script: python SubtitleTranslator.py
4. Follow the on-screen instructions to configure the desired language and view the translated subtitles.

License

This project is licensed under the MIT License.

Acknowledgments

• OpenCV
• Tesseract OCR
• Hugging Face Transformers

Contributing

Contributions are welcome! If you find any issues or have suggestions for improvements, please open an issue or submit a pull request.