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.

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API Reference

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

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Video Presentations

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

Video Tutorials

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

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Blogs

Build, train, and deploy Amazon Lookout for Vision models using the Python SDK
April 7, 2021

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

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AWS Announces Five Industrial Machine Learning Services
December 1, 2020

Read the press release »

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Check out the Amazon Lookout for Vision partners

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

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Start building in the console

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

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