Image Classifier with Django and React

Create your own AI-driven web application for image classification

About This Video

• Get started with Django. Create a Django project.
• Learn how to set up React projects and get to know React.
• Learn how the backend and frontend of the app work together

This course teaches you how to create an AI-driven image classification project using React, Django REST framework and a Keras-trained model. You will also learn how to integrate a ready-to-use convolutional neural network model (CNN), from Keras applications using Django.

The course begins with a review of Django, React and helps you gain both theoretical as well as practical knowledge. In this course, you will learn how to implement new functionalities step-by-step to create a project. As you progress, you will learn how the app's backend and frontend work. You'll also learn how to use your classifier to catch errors and test it. Later, you will explore adding features such styling, buttons, navigation, and spinners to your app. This will allow you to create a user-friendly app.

This course will teach you how to create a web application that can classify images and store their classification history.

Who is this book for

This course is designed for Python, Django and React developers who are just starting out and want to improve their professional portfolios by learning how to create image classifier web applications and build them.