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Improving TensorFlow Inference Performance on Intel Xeon Processors

This article was originally published at Intel's website. It is reprinted here with the permission of Intel. TensorFlow* is one of the most popular deep learning frameworks for large-scale machine learning (ML) and deep learning (DL). Since 2016, Intel and Google engineers have been working together to optimize TensorFlow performance for deep learning training and […]

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The Four Key Trends Driving the Proliferation of Visual Perception

A version of this article was previously published in the February/March edition of Imaging and Machine Vision Europe. It is reprinted here with the permission of Imaging and Machine Vision Europe. We started the Embedded Vision Alliance in 2011 because we believed that there would soon be unprecedented growth in investment, innovation and deployment of

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High-Sensitivity Image Processing Cameras

This article was originally published at Basler's website. It is reprinted here with the permission of Basler. High-sensitivity image processing cameras are essential for achieving a quality video image with low image noise even in poor lighting conditions. High-sensitivity machine vision cameras can work in a variety of fields, including high-speed applications and security tasks

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Harnessing the Power of AI: An Easy Start with Lattice’s sensAI

This article was originally published at Lattice Semiconductor’s website. It is reprinted here with the permission of Lattice Semiconductor. Artificial intelligence, or AI, is everywhere. It’s a revolutionary technology that is slowly pervading more industries than you can imagine. It seems that every company, no matter what their business, needs to have some kind of

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What Is CoaXPress?

This article was originally published at Basler's website. It is reprinted here with the permission of Basler. You probably encountered coaxial cables in your youth, maybe from tube TVs with connections to the roof antenna or a cable connector in the living room wall. These cables are now coming back into favor. But by now,

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Combining an ISP and Vision Processor to Implement Computer Vision

An ISP (image signal processor) in combination with one or several vision processors can collaboratively deliver more robust computer vision processing capabilities than vision processing is capable of providing standalone. However, an ISP operating in a computer vision-optimized configuration may differ from one functioning under the historical assumption that its outputs would be intended for

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Multi-sensor Fusion for Robust Device Autonomy

While visible light image sensors may be the baseline “one sensor to rule them all” included in all autonomous system designs, they’re not necessarily a sole panacea. By combining them with other sensor technologies: “Situational awareness” sensors; standard and high-resolution radar, LiDAR, infrared and UV, ultrasound and sonar, etc., and “Positional awareness” sensors such as

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What’s the Best Way to Compare Modern CMOS Cameras?

This article was originally published at Basler's website. It is reprinted here with the permission of Basler. For nearly every sensor model, there is a considerable number of cameras from different manufacturers in which it is used. Are these cameras equivalent when only the sensors are identical? Which aspects are important when it comes to

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Intel Software Development Tools Optimize Deep Learning Performance for Healthcare Imaging

This article was originally published at Intel’s website. It is reprinted here with the permission of Intel. The Deep Learning Deployment Toolkit from Intel helps deliver optimized inferencing on Intel® architecture, helping bring the power of AI to clinical diagnostic scanning and other healthcare workflows Executive Summary Deep learning and other forms of artificial intelligence

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Using Calibration to Translate Video Data to the Real World

This article was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. DeepStream SDK 3.0 is about seeing beyond pixels. DeepStream exists to make it easier for you to go from raw video data to metadata that can be analyzed for actionable insights. Calibration is a key step in this

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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