Challenge project - Add image analysis and generation capabilities to your application

Beginner
Developer
AI Engineer
Startup Founder
Student
Higher Education Educator
Visual Studio Code
Azure Static Web Apps
Azure AI services
Azure OpenAI Service

Demonstrate your ability to develop a smart web application that integrates computer vision capabilities, leveraging Azure AI Vision and Azure OpenAI cognitive services.

Note

This is a Challenge Project module where you complete an end-to-end project using high-level guidance; there are no step-by-step instructions.

Learning objectives

In this module, you'll demonstrate your ability to:

  • Integrate the newest Image Analysis 4.0 capabilities - powered by Microsoft Florence large foundation model - into your application.
  • Enrich your solution with generative AI capabilities.
  • Build a CI/CD pipeline with GitHub actions to deploy your application to the Cloud as an Azure Static Web App.

Prerequisites

  • Experience using JavaScript and React or similar frameworks.
  • Experience using GitHub and Visual Studio Code.
  • Familiarity with REST APIs.