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
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
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
Amazon Lookout for Vision – New ML Service Simplifies Defect Detection for Manufacturing by Marcia Villalba
December 1, 2020
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