Amazon Lookout for Vision

End of support notice: On October 31, 2025, AWS will discontinue support for Amazon Lookout for Vision. After October 31, 2025, you will no longer be able to access the Lookout for Vision console or Lookout for Vision resources. For more information, see Exploring Alternatives to Lookout for Vision »

Amazon Lookout for Vision

Amazon Lookout for Vision Resources

Getting started

Amazon Lookout for Vision enables you to find visual defects in industrial products, accurately and at scale. It uses computer vision to identify missing components in an industrial product, damage to vehicles or structures, irregularities in production lines, and even minuscule defects in silicon wafers — or any other physical item where quality is important such as a missing capacitor on printed circuit boards.

Developer Guide

Describes all Amazon Lookout for Vision concepts and provides instructions on using the various features with the console, command line interface, and the AWS SDK.

HTML | PDF

API Reference

Describes all the API operations for Amazon Lookout for Vision in detail.

HTML | PDF

Video Presentations

AWS re:Invent 2020: Amazon Lookout for Vision

AWS re:Invent 2020: AWS for Industrial with Matt Wood (15:27)

Overview videos

What is Amazon Lookout for Vision?

Create a Lookout For Vision Dataset Using Images in Amazon S3 (5:12)

Adding and Labeling Images to the Lookout For Vision Dataset (5:16)

Training a Lookout for Vision Model (5:23)

Evaluating and Improving the Lookout for Vision Model (6:23)

Deploying and Running Inference on the Lookout For Vision Model (6:01)

AWS Online Tech Talks

Get Started with Computer Vision for Quality Inspection, with Amazon Lookout for Vision

Watch the Video »

Blog posts and articles

Build, train, and deploy Amazon Lookout for Vision models using the Python SDK by Michael Wallner, Bandana Das, Shreyas Subramanian, and Weizhou "Wei" Sun

April 7, 2021

Read the blog »

Amazon Lookout for Vision – New ML Service Simplifies Defect Detection for Manufacturing by Marcia Villalba

December 1, 2020

Read the blog »

Get Started

Automations

Check out the Amazon Lookout for Vision partners

Visit the Amazon Lookout for Vision partners page to learn more about our partners.

Learn more

Sign up for a free account

Instantly get access to the AWS Free Tier.

Automations

Start building in the console

Get started building with Amazon Lookout for Vision in the AWS Management Console.

Did you find what you were looking for today?

Let us know so we can improve the quality of the content on our pages