Build a Web App with Refreshable Machine Learning Models
Build a web app powered by machine learning models trained using Custom Vision AI service, and learn how to refresh them with GitHub Actions.
Learning objectives
In this module, you will:
- Train a model with tagged images using Custom Vision AI service
- Test the model for accuracy
- Export model assets for use in a web app
- Build a Vue.js web app to host the model assets
- Use these assets to perform inference using hard-to-distinguish images
- Build a GitHub Action to create a continuous delivery workflow
- Test the capabilities of a Progressive Web App
Prerequisites
- Vue.js
- Progressive Web Apps