Building an Image Classifier using Web Portal
Explore how to build an image classifier using Azure Custom Vision service via its web portal. This lesson guides you through creating a project, uploading labeled images, training a multiclass model, evaluating its effectiveness, and testing the classifier on dog and cat images, helping you gain practical skills in deploying vision AI solutions with Azure.
We'll cover the following...
Introduction
From this lesson onward, we’ll build an image classifier and object detector using Azure’s Custom Vision service. In this lesson, we’ll use the Web portal to build an image classifier that will identify whether the image is of a dog or cat.
You can download the dataset from Dogs and Cat Images here.
Implementation
Now let’s implement the functionality. You can follow the steps shown in the slides below to create an image classifier using the Azure custom vision’s web portal.
-
Step 1: Visit the Custom Vision portal and sign in with your credentials. You will get an option ...