English to French Translation App

Demo project for language translation with seq2seq tensorflow model.

Install

Clone the repository or download the zip package.

Install packages

$ pip install -r requirements.txt

Model Training

The web application depends on the trained model. This process happens on .ipynb file here. Follow the instructions there to train the model.

Web App Running

The web app uses the japronto. To run them, execute the file:

$ python app.py

About the Model

Sequence to sequence is a Recurent Neural Network architecture that uses two RNN, an encoder that processes the input and a decoder that generates the output.