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Real-Time Vehicle Detection with MobileNet SSD and Xailient

This blog post was originally published at Xailient’s website. It is reprinted here with the permission of Xailient. From vehicle counting and smart parking systems to Autonomous Driving Assistant Systems, the demand for detecting cars, buses, and motorbikes is increasing and soon will be as common of an application as face detection. And of course, …

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Want Embedded Vision? Got MIPI?

This blog post was originally published at Lattice Semiconductor’s website. It is reprinted here with the permission of Lattice Semiconductor. It’s not so long ago that systems equipped with embedded vision capabilities were physically huge and ferociously expensive. As recently as 10 years ago, few people would have believed that things like home doorbells would …

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What’s Next in Machine Learning: New Qualcomm AI Research Papers Accepted at Major Conferences

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Even though most of the machine learning conferences this year have become virtual due to COVID-19, the AI community continues to drive the industry forward with novel work that will ultimately help people and enhance lives. The …

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Software First: oneAPI Simplifies Development for Heterogeneous Computing

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. My first blog in this three-part series explored the opportunities associated with the growing workload diversity and the inevitable growth of heterogeneous computing in the exascale era. In this blog, I address the barriers that developers encounter …

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Delivering on the Promise of 4K Content with AI-based Scaling

This blog post was originally published at Synaptics’ website. It is reprinted here with the permission of Synaptics. The momentum behind ultra-high definition (UHD) or 4K displays is one of the more interesting growth areas in all of electronics. Market forecasters estimate it to be worth about $48 billion in 2019 and growing at a …

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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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