Blog Posts

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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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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Moving Picture, Audio, and Data Coding by Artificial Intelligence

This blog post was originally published at Jon Peddie Research’s website. It is reprinted here with the permission of Jon Peddie Research. New standards body proposed Leonardo Chiariglione, an Italian engineer best known as the co-founder and former chairman of MPEG, is proposing to establish a new organization called Moving Picture, Audio, and Data Coding

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Developing Robotics Applications in Python with NVIDIA Isaac SDK

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The modular and easy-to-use perception stack of NVIDIA Isaac SDK continues to accelerate the development of various mobile robots. Isaac SDK 2020.1 introduces the Python API, making it easier to build robotic applications for those who are

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CUDA Refresher: The CUDA Programming Model

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. This is the fourth post in the CUDA Refresher series, which has the goal of refreshing key concepts in CUDA, tools, and optimization for beginning or intermediate developers. The CUDA programming model provides an abstraction of GPU

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