AutoML for Computer Vision with Microsoft Custom Vision

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In this Guided Project, you will:

Train an image classifier with Microsoft Custom Vision

Create an HTTP web server with Python

Classify images in web browsers with TensorFlow.js

Clock1.5 hours
BeginnerBeginner
CloudNo download needed
VideoSplit-screen video
Comment DotsEnglish
LaptopDesktop only

Welcome to this hands-on project on using Microsoft’s Custom Vision service for automated machine learning or AutoML as it’s popularly known. In this project, you are going to use Microsoft’s drag and drop tool to train your computer to recognize images of dogs and cats. We are going to do all of this without writing a single line of code! To take this guided-project, you do not need a background in computer science, machine learning or coding. The only prerequisite for this project is that you have a Microsoft Azure account. If you don’t already have one, you will have to sign up for it. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Skills you will develop

Deep Learningcloud-computingautomlmachine-learningmicrosoft-azure

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Introduction and Demo

  2. Create a Project on Custom Vision

  3. Upload and Tag Images

  4. Train the Model

  5. Classify Images from your Computer and the Web

  6. Image Classification Web Application Template

  7. Running the Web App

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

Reviews

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Frequently asked questions

Frequently Asked Questions

More questions? Visit the Learner Help Center.