[COMPLETE REPO: https://github.com/Nabil-Miri/Translator-Heroku] {This was more like a test for the Heroku Cloud}

Eng_Fr_Translator

English to French Translator model Deployment using Flask, Docker and Heroku

We have did the following few steps to reach the final deployment app :

1: Downloading the final model

we rerun our project again and we have downloaded the final model to get ready to make it as app and deploy it

2: Creating HTML page

we have created a HTML page to let the user deal with our model so we have prepared the page

3: Using Flask as framework

so we connect the HTML page to the Flask framework to let the user interact with the box and the button, so now users can write an english sentence in a textbox and click the tranlate button to let the model predict it and translate the sentence to french

4: Dockerization

we then get prepare the containers with all the required dependencies to move it into cloud using Docker, so users can deal with the app without risks and problems

Finally : Heroku cloud

sure we have committed and pushed all the files that we used for deployment into a github repository, so now we can easily access it from Heroku cloud to deploy the created app