Blog Posts

You Need to Move from Cloud Computing to Edge Computing Now!

Paper cut cloud looking at the clouds (Image by rawpixel from Pixabay) This blog post was originally published at Xailient’s website. It is reprinted here with the permission of Xailient. Edge Computing market size is expected to reach USD 29 billion by 2025. In this decade there has been a transformational movement from on-premise Computing […]

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Cybersecurity Designed For the Edge

This blog post was originally published at Ambarella’s website. It is reprinted here with the permission of Ambarella. Onboard security is mandatory for today’s embedded processors. Our vision SoCs perform critical tasks in automotive safety, video security, and other AI camera applications where environmental perception—seeing and interpreting the world—plays a pivotal role. From front ADAS

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NVIDIA Research: Fast Uncertainty Quantification for Deep Object Pose Estimation

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Researchers from NVIDIA, University of Texas at Austin and Caltech developed a simple, efficient, and plug-and-play uncertainty quantification method for the 6-DoF (degrees of freedom) object pose estimation task, using an ensemble of K pre-trained estimators with

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Intel Accelerates AI for Industrial Applications

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. The use of artificial intelligence in the Industrial Internet of Things (IIoT) domain is a complex and fast-moving phenomenon. In just the past few years, AI use cases and applications that were nearly impossible to scale or

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Reflections on 2021 Embedded Vision Summit

This blog post was originally published by Opteran Technologies. It is reprinted here with the permission of Opteran Technologies. It’s been another tough year for anyone organising virtual high-tech conferences. Rarely do these events capture the atmosphere and buzz of a real-world face-to-face gathering. So for all of us involved in the computer vision industry

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What is Intelligent Photography? Part III: Understanding Different Image File Formats and the Mysterious YUV

This blog post was originally published at Visidon’s website. It is reprinted here with the permission of Visidon. As discussed in previous blog articles, taking a photo means that your camera is capturing data, which is used to create a digital image. Every graphic you see on a display is an image file. Image files

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Challenges of Running Deep Learning Computer Vision on Computationally Limited Devices

Clear vision using glasses (Photo by timJ on Unsplash) This blog post was originally published at Xailient’s website. It is reprinted here with the permission of Xailient. Autonomous driving, facial recognition, traffic surveillance, person tracking, and object counting, all of these applications have one thing in common, Computer Vision (CV). Since the success of deep

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Beneficial AI: The More Advanced, The More Beneficial

This blog post was originally published at BrainChip’s website. It is reprinted here with the permission of BrainChip. In many of our presentations, podcasts, and blogs, we’ve focused the conversation around “Beneficial AI.” Here at BrainChip, we consider applications that aim to improve the human or global condition to be beneficial. This could apply to

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