AWS Startups Blog

Category: Artificial Intelligence

Rick Cost is the Coordinator of Physical Therapy at JOHAN Sports

From FIFA 17 to real-life soccer fields: JOHAN Sports is taming big data to help sports coaches, trainers, and players

Together with its in-house sports scientists, JOHAN Sports has developed analytics modules to interpret the data it receives from its sensor with GNSS and deliver information on the physical state of sports players and their progress, as well as risk profiles for injury prevention.

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What Is Deep Learning? A Primer with Bonsai’s Mark Hammond

Over the past few years, the tech conversation has been dominated by references to AI and deep learning. Some people liken it to websites in 1995—everybody knew they needed one, but they didn’t all know what they were. Today, there are a lot of people talking about AI without having a real grasp on how deep learning works or even what it means. So what is it, really?

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Aaron Ames on Walking Robots

Tell a Robot to Take a Hike, and It Might Listen: “Cassie” Takes on the Pacific Crest Trail

For most adventurers, hiking the Pacific Crest Trail would be a crowning achievement in its own right. But one Caltech professor is upping the ante: he wants to design a robot that can complete the famous trek, all with outside assistance. That’s why Dr. Aaron Ames and his team have created Cassie, the world’s first fully autonomous robot designed to navigate the harshest and most complex environments in the world.

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Terry Sejnowski on AI

The AI revolution isn’t coming, says Terry Sejnowski. It’s already here.

By now, you have certainly taken part in the deep learning revolution, whether you’re aware of it or not. If you use a voice-based personal assistant like Alexa, chances are advances in AI have already made it into their backend for companies to yield savings from processing efficiency. But sooner or later, deep learning is going to change your life. That, at least, is what Dr. Terry Sejnowski, the Francis Crick professor at the Salk Institute and a pioneer in deep learning, believes. “What we’re creating is a whole new world,” he argues.

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The Smallpdf team at their offices in Zurich, Switzerland.

How to run a world-class website with a DevOps team of two

At last count, Smallpdf, the PDF conversion startup I work for, had roughly 13 million monthly users. As for the number of employees currently running our website? That would be 10—with only two employees focused on the backend and infrastructure. You might be curious to learn how we run such a processing intensive website with such a small DevOps team. Our little secret stands in automation and delegation.

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The Robocar Rally track at AWS re:Invent 2017.

Baby, You Can Drive Your Own Car: A Look at How Deep Learning Powered AWS’s Robocar Rally

What’s more fun than an all-night hackathon in Vegas? Why, a Vegas hackathon involving self-driving cars, of course. During AWS’s 2017 re:Invent conference, 25 teams were given kits to build an autonomous car that could learn how to drive around a track on its own. In this video, we explain what deep learning has to do with autonomous driving and how even a light-hearted Robocar Rally can have deeper implications for learning and the cloud.

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A screenshot of the Visipedia Bird app.

Caltech’s Pietro Perona on how deep learning can help you classify birds and trees

Imagine, for a moment, that you discover an irregular mole on yourself. Whereas nowadays you still need to take time to schedule a dermatological appointment and then wait weeks to get your test results, Caltech Professor Pietro Perona is eagerly awaiting the day when you can snap a picture of the mole with your smartphone and then learn instantaneously if it’s dangerous or not. And he should know. As the co-creator, with Cornell Tech Professor Serge Belongie, of the AI and machine learning-based visual classification system Visipedia, Perona has spent the past seven years working on a “switchboard” that lets anyone, everywhere ask questions and immediately obtain an answer.

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