Edge AI and Vision Alliance

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New Competition Aims to Spur Energy-efficient Computer Vision Innovation

Powerful vision processors have existed for some time now, as exemplified by supercomputers and the longstanding academic research on computer vision. What's recently changed are the "low-cost" and "energy-efficient" aspects of vision processing, along with evolutionary (and sometimes revolutionary) accuracy and other improvements in the algorithms running on the processors. Well-known image classification competitions like […]

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Embedded Vision Insights: November 10, 2015 Edition

In this edition of Embedded Vision Insights: New Demo and Tutorial Videos Vision-Based Gesture Interfaces Free Online Book: Computer Vision Metrics Embedded Vision in the News LETTER FROM THE EDITOR Dear Colleague, I'm delighted to tell you about three new videos published to the Alliance website. Basler begins with a tutorial on industrial camera interfaces;

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Embedded Vision Insights: October 27, 2015 Edition

In this edition of Embedded Vision Insights: Embedded Vision Summit 2016 Creating a Great Object Detector Implementing Deep Neural Networks on FPGAs Embedded Vision Community Conversations Embedded Vision in the News LETTER FROM THE EDITOR Dear Colleague, Highlights of new content on the Alliance website include two interesting technical articles from Alliance member companies. “A

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Embedded Vision Insights: October 6, 2015 Edition

In this edition of Embedded Vision Insights: GPU-Accelerated Computer Vision Processing The Low-Power Image Recognition Challenge OpenCL for Vision Acceleration on FPGAs Embedded Vision Community Conversations Embedded Vision in the News LETTER FROM THE EDITOR Dear Colleague, GPU-based vision processing acceleration via the OpenCL API framework and other heterogeneous computing toolsets, discussed in the first

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Embedded Vision Insights: September 22, 2015 Edition

In this edition of Embedded Vision Insights: OpenCL on FPGAs for Deep Learning and Other Applications Histogram of Oriented Gradients Implementations Heterogeneous Computing Terms Explained Embedded Vision in the News LETTER FROM THE EDITOR Dear Colleague, The final set of technical presentations from this year's Embedded Vision Summit is now on the Alliance website; I'd

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“Bringing New Capabilities to Users and Industries with Mobile 3D Vision,” a Presentation from VanGogh Imaging

Ken Lee, President of VanGogh Imaging, presents the "Bringing New Capabilities to Users and Industries with Mobile 3D Vision" tutorial at the May 2015 Embedded Vision Summit. Diverse applications such as 3D printing, gaming, medical diagnosis, parts inspection, and ecommerce benefit greatly from the ability of 3D computer vision to separate a scene into discrete

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“Vision-as-a-Service: Democratization of Vision for Consumers and Businesses,” a Presentation from Tend

Herman Yau, Co-Founder and CEO of Tend, presents the "Vision-as-a-Service: Democratization of Vision for Consumers and Businesses" tutorial at the May 2015 Embedded Vision Summit. Hundreds of millions of video cameras are installed around the world—in businesses, homes, and public spaces—but most of them provide limited insights. Installing new, more intelligent cameras requires massive deployments

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“Enabling the Factory of the Future with Embedded Vision,” a Presentation from National Instruments

Andy Chang, Senior Manager of Academic Research at National Instruments, presents the "Enabling the Factory of the Future with Embedded Vision" tutorial at the May 2015 Embedded Vision Summit. Manufacturing has changed dramatically over the past few decades and is now changing even faster. Embedded vision is a key enabler for improved efficiency, quality, flexibility,

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Embedded Vision Insights: September 10, 2015 Edition

In this edition of Embedded Vision Insights: New Embedded Vision Summit Content Creating Apps and Systems with Embedded Vision Automotive ADAS Acronyms Explained Embedded Vision in the News LETTER FROM THE EDITOR Dear Colleague, I’m excited to tell you about more great new video presentations from the recent Embedded Vision Summit. In "Using Vision to

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“OpenCV for Embedded: Lessons Learned,” a Presentation from Intel

Yury Gorbachev, Principal Engineer at Itseez (now part of Intel), presents the "OpenCV for Embedded: Lessons Learned" tutorial at the May 2015 Embedded Vision Summit. OpenCV is the most widely used software component library for computer vision. Initially used mainly for algorithm development and prototyping, in recent years OpenCV has also been used extensively for

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