Deploy Machine Learning Web Apps for Free

Deploying a Machine Learning model is a difficult task due to the requirement of large memory and powerful computation. This tutorial focuses on a simple deployment technique that can be used to deploy any Python web app for free. Read my previous article to learn how to build an "Image classification web app with FastAPI and Tensorflow" First of all, you will need a Heroku id, so go now and register for a free account. For deploying any Python app on Heroku, we need three files- requirements.txt, After you create the app, you will see the deployment methods -- Heroku Git, GitHub, and Container Registry.