Category: Artificial Intelligence

Below are the major 2020 re:Invent launch and preview announcements covered by our dedicated team of AWS News bloggers / developer advocates from around the globe. For a complete overview of all re:Invent 2020 launches, see the full list here. Plus, don’t miss our liveblog recaps of all the re:Invent 2020 keynotes: Andy Jassy’s Keynote […]

At AWS re:Invent today, we gave a preview of the AWS Panorama Appliance. Also, we announced the AWS Panorama SDK is coming soon. These allow organizations to bring computer vision to their on-premises cameras and make automated predictions with high accuracy and low latency. Over the past couple of decades, computer vision has gone from […]

Today, I’m excited to announce Amazon Lookout for Vision, a new machine learning (ML) service that helps customers in industrial environments to detect visual defects on production units and equipment in an easy and cost-effective way. Can you spot the circuit board with the defect in these images? Maybe you can if you are familiar […]

Companies that operate industrial equipment are constantly working to improve operational efficiency and avoid unplanned downtime due to component failure. They invest heavily and repeatedly in physical sensors (tags), data connectivity, data storage, and building dashboards over the years to monitor the condition of their equipment and get real-time alerts. The primary data analysis methods […]

Today, I’m extremely happy to announce Amazon Monitron, a condition monitoring service that detects potential failures and allows user to track developing faults enabling you to implement predictive maintenance and reduce unplanned downtime. True story: A few months ago, I bought a new washing machine. As the delivery man was installing it in my basement, […]

Today, we are announcing Amazon DevOps Guru, a fully managed operations service that makes it easy for developers and operators to improve application availability by automatically detecting operational issues and recommending fixes. DevOps Guru applies machine learning informed by years of operational excellence from Amazon.com and Amazon Web Services (AWS) to automatically collect and analyze […]

Today, we are announcing that the Amazon Alexa team has migrated the vast majority of their GPU-based machine learning inference workloads to Amazon Elastic Compute Cloud (Amazon EC2) Inf1 instances, powered by AWS Inferentia. This resulted in 25% lower end-to-end latency, and 30% lower cost compared to GPU-based instances for Alexa’s text-to-speech workloads. The lower […]

Since 2006, Amazon Web Services (AWS) has been helping millions of customers build and manage their IT workloads. From startups to large enterprises to public sector, organizations of all sizes use our cloud computing services to reach unprecedented levels of security, resiliency, and scalability. Every day, they’re able to experiment, innovate, and deploy to production […]