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---
title: Arabic2English
colorFrom: blue
colorTo: purple
sdk: gradio
license: mit
language:
- en
- ar
pipeline_tag: translation
metrics:
- accuracy
library_name: transformers
---
# Model Card
## Overview
- **Model name:** Arabic2English Translation
- **Model description:** Translates between Arabic and English.
- **Authors:** Alif Al Hasan
- **Repository link:** https://huggingface.co/spaces/alifalhasan/arabic2english/tree/main
- **License:** MIT
- **Contact information:** [email protected]
---
# Arabic2English Translation
A simple and well designed web app to translate between **Arabic** and **English**.
### Requirements
- gradio
- torch>=1.6
- torchtext==0.6
- transformers
- nltk
- pandas
- spacy
- https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.7.1/en_core_web_sm-3.7.1-py3-none-any.whl
### Table Of Contents
- [Introduction](#introduction)
- [Project Architecture](#project-architecture)
- [How To Run](#how-to-run)
- [License](#license)
- [Contributor](#contributor)
### Introduction
A simple and well designed web app to translate between **Arabic** and **English**.
### Prject Architecture
```
├── data
│ └── arabic2english.txt - text dataset.
│
│
├── docs
│ └── arabic2english.pdf - paper of the related research.
│
│
├── models
│ └── arabic2english.pt - generated model.
│
│
├── src
│ └── data_processing
│ └── data_processing.py - this module preprocesses the input data.
│ └── train
│ └── train.py - this module trains and saves the model.
│ └── transformer.py - model file.
│ └── translation
│ └── translate.py - this module translates the input sentence.
│
│
├── app.py - this module starts the app interface.
│
│
├── LICENSE - license file of this project.
│
│
├── README.md - readme file of this project.
│
│
├── requirements.txt - list of required packages.
```
### How To Run
```bash
# clone project
git clone https://huggingface.co/spaces/alifalhasan/arabic2english
# go inside the project directory
cd arabic2english
# install the required packages
pip install -r requirements.txt
# train & save the model
python src/train/trainer.py
# run the gradio app
python app.py
```
### License
Distributed under the MIT License. See `LICENSE` for more information.
### Contributor
Alif Al Hasan - [@alifalhasan](https://huggingface.co/alifalhasan) - [email protected]
Project Link: [https://huggingface.co/spaces/alifalhasan/arabic2english](https://huggingface.co/spaces/alifalhasan/arabic2english) |