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From EVs to AVs

This blog post was originally published at Ambarella’s website. It is reprinted here with the permission of Ambarella. Electric vehicles are playing a significant role in driving the shift to autonomy. The past five years have seen an extraordinary investment toward the development of autonomous vehicle (AV) technologies. More than $50 billion by some estimates. …

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AI With High IQ (Image Quality)

This blog post was originally published at Ambarella’s website. It is reprinted here with the permission of Ambarella. Vision-based AI requires outstanding video input in order to be effective. Artificial intelligence solutions that rely on computer vision must begin with high-quality video. Nowhere is this truer than on the road. When a vision-based system uses …

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What Is the Future of AI?

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. When it comes to artificial intelligence (AI), few people can match Andrew Ng’s breadth and depth of experience, combining research in a world-leading academic environment, accelerating AI education (one of his courses really helped me when I …

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Pandemic Preparations: When “Smart” Devices Become Essential

This blog post was originally published by Bitfury. It is reprinted here with the permission of Bitfury. Shelter in place. Lockdown. Curfew. Where I live, these terms are only heard if we have a bad Nor’easter snowstorm headed our way. But with COVID-19, these terms have now entered daily life as we watch this terrible …

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The Acceleration of Artificial Intelligence in Automotive

This blog post was originally published at Ambarella’s website. It is reprinted here with the permission of Ambarella. Modern automotive sensing applications require tailored AI accelerators. When it comes to artificial intelligence applications in automotive, especially those involving data-intensive or sensor-driven operations, dedicated AI hardware has become essential. These AI accelerators significantly outperform their general-purpose …

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Low Power FPGAs Enable Embedded Vision

This blog post was originally published at Lattice Semiconductor’s website. It is reprinted here with the permission of Lattice Semiconductor. One of the most intriguing new applications of technology is giving machines the ability to see—something called machine vision or embedded vision. Thanks to the low-cost and wide availability of camera sensors, new advancements in …

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DNN Model Optimization Series Part I: What’s the Drill?

This blog post was originally published at Deeplite’s website. It is reprinted here with the permission of Deeplite. Why Do You Need to Optimize Your DNN Model? At Deeplite, we believe that AI (Artificial Intelligence) is here to enhance the way we interact with things that we use to create a better life. From a …

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Why the Geely Auto Group Win is a Game Changer

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. As I have said consistently, it is critical to first get the technology right before bringing it to production to enable rapid scaling. The deal we announced with Geely Auto Group today, which utilizes our proven surround-view …

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Open Standards Enable Continuous Development in Automotive

This blog post was originally published at Codeplay Software’s website. It is reprinted here with the permission of Codeplay Software. Codeplay’s Charles Macfarlane, CBO, and Illya Rudkin, Safety-Critical Software Development Lead, have contributed to this white paper as part of the Autosens conference proceedings. The paper emphasizes the need for the automotive industry to embrace …

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Deploying a Scalable Object Detection Inference Pipeline

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. This post is the first in a series on Autonomous Driving at Scale, developed with Tata Consultancy Services (TCS). In this post, we provide a general overview of the deep learning inference for object detection. Autonomous vehicle …

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