All courses
Resource hub
Featured resource
Tech Upskilling Playbook 2025
Tech Upskilling Playbook

Build future-ready tech teams and hit key business milestones with seven proven plays from industry leaders.

Learn more
Hamburger Icon
  • Labs icon Lab
  • Cloud
Azure icon
Labs

Classifying Images with Azure Custom Vision

In this hands-on lab, you are working as an AI Engineer for All Aboard, a travel agency. You’ve been asked to classify images as either from the Golden Gate Bridge or the Statue of Liberty at the request of your customers. You’ll use the Azure Custom Vision portal to upload pre-provided images, label them as either the Golden Gate Bridge or the Statue of Liberty, and then train and test your model.

Get started Contact sales
Azure icon
Labs

Path Info

Level
Clock icon Beginner
Duration
Clock icon 30m
Last updated
Clock icon Sep 02, 2025

Contact sales

By filling out this form and clicking submit, you acknowledge our privacy policy.

Table of Contents

  1. Challenge

    Log In to the Azure Portal and the Custom Vision Portal

    Log in to the Azure portal using the credentials provided on the lab page. Be sure to use an incognito or private browser window to ensure you're using the lab account rather than your own. Then, log in to the Custom Vision portal using the Azure portal credentials.

  2. Challenge

    Download the Images from the GitHub Repo

    Download the Landmarks.zip file from the GitHub repository to your computer and extract the files locally.

  3. Challenge

    Create a Classification Project and Train the Model

    In the Custom Vision portal, create a Classification project with the classification type of Multiclass (Single tag per image) and the domain of Landmarks. Upload and tag the images of the Golden Gate Bridge and the Statue of Liberty from the Training Images folder, and then train the model. Make sure to select Quick Training when training the model!

  4. Challenge

    Test It!

    Use the Quick Test feature to upload images from the Testing Images folder and test if each landmark gets the correct label applied to it.

Pluralsight Skills - Labs - Pluralsight
Author
Pluralsight Skills

Pluralsight Skills gives leaders confidence they have the skills needed to execute technology strategy. Technology teams can benchmark expertise across roles, speed up release cycles and build reliable, secure products. By leveraging our expert content, skill assessments and one-of-a-kind analytics, keep up with the pace of change, put the right people on the right projects and boost productivity. It's the most effective path to developing tech skills at scale.

What's a lab?

Hands-on Labs are real environments created by industry experts to help you learn. These environments help you gain knowledge and experience, practice without compromising your system, test without risk, destroy without fear, and let you learn from your mistakes. Hands-on Labs: practice your skills before delivering in the real world.

Provided environment for hands-on practice

We will provide the credentials and environment necessary for you to practice right within your browser.

Guided walkthrough

Follow along with the author’s guided walkthrough and build something new in your provided environment!

Did you know?

On average, you retain 75% more of your learning if you get time for practice.
Ready to get started?
View individual plans View team plans