Build Image Quality Inspection using AWS Lookout for Vision

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In this Free Guided Project, you will:

Understand the core features of Amazon Lookout for Vision Service

Explore building automated image quality inspection using Amazon Lookout for Vision

Showcase this hands-on experience in an interview

2 hours
Beginner-friendly
No download needed
Split-screen video
English
Desktop only

In this guided project, you will learn how to build automated image quality inspection using Amazon Lookout for Vision. Amazon Lookout for Vision is a Machine Learning as a Service from Amazon Web services which you could leverage to do Image Analytics and address interesting use cases such as drone detection, defect detection, object detection, smile detection, fall detection without writing a single line of code. Please note: As part of this course, you would need your AWS Account to complete the course. It would be charged as per your usage of AWS Lookout for Vision service.

Requirements

Basics of Machine Learning

Skills you will develop

  • Data Science

  • aws

  • Machine Learning

  • Amazon Lookout for Vision

  • Cloud Computing

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. Get started with Amazon Lookout for Vision

  2. Create a Project

  3. Explore Upload and Label Dataset

  4. Train your model

  5. Evalute Performance Metrics

  6. Run Trial Detection

  7. Retrain your Model

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

Frequently Asked Questions

Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.

Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.

You can download and keep any of your created files from the Guided Project. To do so, you can use the “File Browser” feature while you are accessing your cloud desktop.

At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.

Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.

You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.