https://github.com/alvalens/web-javanese-translation

This is a simple translation website to translate javanese ngoko and krama using original transformer arcitecture
https://github.com/alvalens/web-javanese-translation

flask ipynb-jupyter-notebook javanese pytohn3 transformer translation

Last synced: 5 days ago
JSON representation

This is a simple translation website to translate javanese ngoko and krama using original transformer arcitecture

• Host: GitHub
• URL: https://github.com/alvalens/web-javanese-translation
• Owner: Alvalens
• License: mit
• Created: 2024-12-05T03:20:01.000Z (about 1 month ago)
• Default Branch: main
• Last Pushed: 2025-01-12T06:17:34.000Z (6 days ago)
• Last Synced: 2025-01-12T07:23:17.682Z (6 days ago)
• Topics: flask, ipynb-jupyter-notebook, javanese, pytohn3, transformer, translation
• Language: Jupyter Notebook
• Homepage:
• Size: 2.35 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# web-javanese-translation

![visitor badge](https://visitor-badge.laobi.icu/badge?page_id=transWJT)

Welcome to web-javanese-translation, a simple yet powerful translation website that leverages Python, Flask, and TensorFlow to translate text from Javanesse krama to ngoko using a Transformer algorithm. The model is provided as a Jupyter Notebook which you can experiment and train the model yourself.

![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54) ![Flask](https://img.shields.io/badge/flask-%23000.svg?style=for-the-badge&logo=flask&logoColor=white) ![TensorFlow](https://img.shields.io/badge/TensorFlow-%23FF6F00.svg?style=for-the-badge&logo=TensorFlow&logoColor=white) ![Bootstrap](https://img.shields.io/badge/bootstrap-%238511FA.svg?style=for-the-badge&logo=bootstrap&logoColor=white)

## Features

* **Real-time Translation** : Instantly translate text from Krama to Ngoko.

* **Transformer Algorithm** : Utilizes a state-of-the-art Transformer model for high-quality translations.

* **Web Interface** : User-friendly web interface built with Flask.

* **Jupyter Notebook** : Model training and evaluation provided in a Jupyter Notebook for transparency and customization.

## Installation

Ensure you have Python version 3.10 and pip installed (windows). If not, you can install Python from [python.org](https://www.python.org/).

1. Clone the Repository

   ```powershell

   git clone "https://github.com/Alvalens/web-javanese-translation.git"

   ```

2. Navigate to project directory

   ```powershell

   cd web-javanese-translation

   ```

3. Create python virtual envirotment and activate it (optional)

   ```powershell

   python -m venv venv

   .venv\Scripts\activate

   ```

4. Install Dependency, also ensure you run notebook first cell  at `notebook/transformer_kr-ng.ipynb`

   ```

   pip install -r requirements.txt

   ```

5. Start the Flask development server, also before running the server train the model first

   ```powershell

   py app.py

   ```

## Contributing

Contributions are welcome! If you find any issues or have suggestions, feel free to open an issue or submit a pull request.

## License

This project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.

## Special Thanks

**@Alvalens @[**atavada**](https://github.com/atavada)**