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Robert-Stead

Show Report Highlights Automotive Advancements and Trends

This blog post was originally published at videantis' website. It is reprinted here with the permission of videantis. It’s been several weeks since AutoSens was held in Detroit and there are only a few weeks left until AutoSens will again land at the beautiful AutoWorld car museum in Brussels in September. Seems like this is […]

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Case Study: ResNet50 with DALI

This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Let’s imagine a situation. You buy a brand-new, cutting-edge, Volta-powered DGX-2 server. You’ve done your math right, expecting a 2x performance increase in ResNet50 training over the DGX-1 you had before. You plug it into your rack

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A “Not-So-Simple” Matter of Perception for Safe Self-Driving Cars and ADAS

This blog post was originally published at Algolux's website. It is reprinted here with the permission of Algolux. Why are darkness and bad weather considered “corner cases” by the industry? The chilly rain this past weekend was unusual in that it should be warm and sunny in northern California by now. This also capped 2

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Exploring Neuromorphic Computing for AI: Why Spikes? (Part Two)

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. In this blog series, we’re looking at one of Intel’s branches of AI research, neuromorphic computing. The goal of neuromorphic computing is to apply the fundamental properties of neural computation found in nature to breakthroughs in non-Von

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Region of Interest Tracking Use Case: Augmented Reality Games

This blog post was originally published by Teleidoscope. It is reprinted here with the permission of Teleidoscope. Quick recap: Region of Interest (ROI) trackers are used for tracking arbitrary moving objects or regions of an image. One example of this might be tracking something like a bottle a car, or in the case of our

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Exploring Neuromorphic Computing for AI: Why Spikes? (Part One)

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. AI is now fast defining the next major era of computing, thanks to the pioneering work of David Rumelhart, Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and many others over the past few decades. Yet ongoing progress in

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Navigating the Winding Road Toward Driverless Mobility…and Why Your First Autonomous Ride will Likely be in a Robotaxi

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. As we all watch automakers and autonomous tech companies team up in various alliances, it’s natural to wonder about their significance and what the future will bring. Are we realizing that autonomous driving technology and its acceptance

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Comparing State of the Art Region of Interest Trackers

This blog post was originally published by Teleidoscope. It is reprinted here with the permission of Teleidoscope. In our previous post we discuss the various types of computer vision based tracking. At Teleidoscope we’ve dedicated significant time and effort to building a fast and robust Region of Interest (ROI) tracker which we license as is,

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