Image Classifier with Django and React [Video]

By Lukasz Makinia
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About this video

This course shows you how to build an AI-driven image classifier project using React, the Django REST framework, and a Keras pre-trained model. You’ll also learn how to integrate a ready convolutional neural network (CNN) model from Keras applications with Django.

The course starts with an overview of Django and React, helping you gain both theoretical and practical knowledge. You’ll learn how to implement new functionalities in a step-by-step manner to create a project. As you advance, you’ll understand how the app’s frontend and backend work, and even learn how to test your classifier and catch errors. Later, you’ll delve into adding features such as styling, buttons, the navigation component, and spinners which will help in creating a user-friendly app.

By the end of this course, you’ll have built a modern web application that will classify images and store the classification history efficiently.

Here's the link to the GitHub Repo: https://github.com/PacktPublishing/Image-Classifier-with-Django-and-React

Publication date:
July 2020
Publisher
Packt
Duration
5 hours 6 minutes
ISBN
9781800565784

About the Author

  • Lukasz Makinia

    Lukasz Makinia is a freelance web developer and a Lean Sigma Six Black Belt. From the beginning of his 8-year professional career, he's related to the field of continuous improvement by providing IT & Lean Management solutions to medium & large companies. He also creates web applications mainly for data gathering and processing using Python/Django, Javascript, React, and ML. In his free time, Luke writes articles on his blog - PyPlane. Privately he's an animal lover (owner of 2 dogs and 2 chinchillas) and fascinated about the universe.

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