Rogendo/Eng-Swa-Translator

A bilingual translator application using transformers. The languages are Swahili and English [![Contributors][contributors-shield]][contributors-url] [![Forks][forks-shield]][forks-url] [![Stargazers][stars-shield]][stars-url] [![Issues][issues-shield]][issues-url] [![MIT License][license-shield]][license-url] [![LinkedIn][linkedin-shield]][linkedin-url] 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 About The Project Built With Roadmap Contributing License Contact 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 th …