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Image Classifier with Django and React

Build your own AI-driven image classifier web application

LM

Created by Lukasz Makinia

Learn how to build a full-featured web application that classifies images using AI. You'll combine Django, React, and a pre-trained Keras model to create a project that connects a modern frontend with a robust backend. By the end, you'll have a working app that stores and displays image classification results.

Packt | Jul 2020 | 306 min

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LevelIntermediate
CategoriesWeb & Application Development, Advanced Computer Vision and Image Recognition, Python

What You Will Learn

You'll start by setting up Django and React, then connect them to create a smooth workflow. Step by step, you'll add features like image uploads, AI-powered classification, and user-friendly interface elements. Along the way, you'll test your app and handle errors, ensuring a polished final product.

Key Features

  • Set up and connect Django and React for a seamless web app experience
  • Integrate a pre-trained Keras CNN model to classify images with AI
  • Build interactive features like drag-and-drop uploads and history tracking

Target Audience

Perfect for developers with basic Python, Django, or React experience who want to build practical AI web apps. If you're looking to expand your portfolio with hands-on projects and deepen your understanding of full-stack development, you'll find this course a great fit.

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