English to Swahili Translator

Creating a model which will be able to translate English to Swahili using local datasets.

Revolutionzing Language Processing
Explore the docs »

View Progress · Report Bug · Request Feature

Table of Contents

1. About The Project
   • Built With
2. Roadmap
3. Contributing
4. License
5. Contact
6. Acknowledgments

About The Project

1.1 Problem Statement

The problem of translating English to Swahili presents several challenges, primarily due to the linguistic differences between the two languages. Machine translation has made significant advancements, but there is room for improvement in achieving accurate and contextually relevant translations. This project aims to address these challenges and enhance the quality of English to Swahili translations using Natural Language Processing (NLP) techniques.

1.2 Objectives

The primary objectives of this project are as follows:

1. Develop a robust English-to-Swahili translation model: Create a machine translation model capable of accurately translating English text into Swahili while preserving context and meaning.
2. Improve translation quality: Enhance the fluency, coherence, and accuracy of translated text to make it more natural and contextually relevant for Swahili speakers.
3. Handle various text types and domains: Ensure the translation model can handle diverse text types, including formal documents, informal conversations, technical content, and more.

1.3 Project Structure

1. Dataset folder - All dataset csv should be placed there
2. Notebook folder - All notebook files should be placed there
3. Deployment folder - All Deployment should be placed there
4. Model folder - Any saved model should be placed there

(back to top)

Built With

• 
• 
• 

(back to top)

Roadmap

• Revolutionzing Language Processing

See the open issues for a full list of proposed features (and known issues).

(back to top)

Contributing

Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are greatly appreciated.

If you have a suggestion that would make this better, please fork the repo and create a pull request. You can also simply open an issue with the tag "enhancement". Don't forget to give the project a star! Thanks again!

1. Fork the Project
2. Create your Feature Branch (git checkout -b feature/AmazingFeature)
3. Commit your Changes (git commit -m 'Add some AmazingFeature')
4. Push to the Branch (git push origin feature/AmazingFeature)
5. Open a Pull Request

(back to top)

License

Distributed under the MIT License. See LICENSE for more information.

(back to top)

Contact

Your Name - @Eng-swa-translator -

Project Link: https://github.com/Rogendo/Eng-Swa-Translator/issues

(back to top)

Acknowledgments

• Peter Rogendo
• Kigen Chesire
• Frederick Kioko

(back to top)