End of support notice: On October 31, 2025, AWS will discontinue support for HAQM 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 »
Getting started
HAQM 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
Video Presentations
Overview videos
AWS Online Tech Talks
Get Started with Computer Vision for Quality Inspection, with HAQM Lookout for Vision
GitHub Resources
Blog posts and articles
Build, train, and deploy HAQM Lookout for Vision models using the Python SDK
by Michael Wallner, Bandana Das, Shreyas Subramanian, and Weizhou "Wei" Sun
April 7, 2021
HAQM Lookout for Vision – New ML Service Simplifies Defect Detection for Manufacturing
by Marcia Villalba
December 1, 2020
Visit the HAQM Lookout for Vision partners page to learn more about our partners.
Get started building with HAQM Lookout for Vision in the AWS Management Console.