- Lab
- A Cloud Guru
Object Detection with Azure Custom Vision
In this hands-on lab, you are working as an AI Engineer for The Root, a chain of supermarket stores. You’ve been asked to perform object detection of some vegetables so the company can sort out their inventory. You’ll use the Azure Custom Vision portal to upload pre-provided images, label the individual objects as either bell peppers or carrots, and then train and test your model.
Path Info
Table of Contents
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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.
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Challenge
Download the Images from the GitHub Repo
Download the Foods.zip file from the GitHub repository to your computer and extract the files locally.
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Challenge
Create an Object Detection Project and Train the Model
In the Custom Vision portal, create an Object Detection project with the domain of General (A1). Upload and tag the images of bell peppers and carrots from the Training Images folder, and then train the model. Make sure to select Quick Training when training the model!
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Challenge
Test It!
Use the Quick Test feature to upload images from the Testing Images folder and test if the vegetables are detected correctly in each image.
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.
