Edge AI and Vision Alliance

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Khronos Releases New NNEF Convertors, Extensions, and Model Zoo

Edge AI and Vision Alliance, News /

Significant expansion of NNEF ecosystem for bringing trained neural networks into inference engines Portland, OR — August 14, 2019 — 6:00 AM Pacific — Today The Khronos® Group, an open consortium of leading hardware and software companies creating advanced acceleration standards, announces a significant expansion in the ecosystem for the NNEF™ (Neural Network Exchange Format) open, […]

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Embedded Vision Insights: August 13, 2019 Edition

Edge AI and Vision Alliance, Newsletters /

LETTER FROM THE EDITOR Dear Colleague, On Wednesday, August 28 at 11:00 am, Embedded Vision Alliance founder (and BDTI co-founder and President) Jeff Bier will be a speaker at the Drive World with ESC Conference and Expo, taking place August 27-29 in Santa Clara, California. Bier's presentation, "Embedded Vision: The 4 Key Trends Driving the

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“Teaching Machines to See, Understand, Describe and Predict Sports Games in Real Time,” a Presentation from Sportlogiq

Algorithms & Models, Edge AI and Vision Alliance, Entertainment, Object Identification, Object Tracking, Processors, Software, Summit 2019, Tools, Videos /

Mehrsan Javan, CTO of Sportlogiq, presents the “Teaching Machines to See, Understand, Describe and Predict Sports Games in Real Time” tutorial at the May 2019 Embedded Vision Summit. Sports analytics is about observing, understanding and describing the game in an intelligent manner. In practice, this means designing a fully-automated, robust, end-to-end pipeline; from visual input,

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“Addressing Corner Cases in Embedded Computer Vision Applications,” a Presentation from Netradyne

Algorithms & Models, Automotive, Edge AI and Vision Alliance, Object Identification, Software, Summit 2019, Tools, Videos /

David Julian, CTO and Founder of Netradyne, presents the “Addressing Corner Cases in Embedded Computer Vision Applications” tutorial at the May 2019 Embedded Vision Summit. Many embedded vision applications require solutions that are robust in the face of very diverse real-world inputs. For example, in automotive applications, vision-based safety systems may encounter unusual configurations of

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“Separable Convolutions for Efficient Implementation of CNNs and Other Vision Algorithms,” a Presentation from Phiar

Algorithms & Models, Edge AI and Vision Alliance, Software, Summit 2019, Tools, Videos /

Chen-Ping Yu, Co-founder and CEO of Phiar, presents the “Separable Convolutions for Efficient Implementation of CNNs and Other Vision Algorithms” tutorial at the May 2019 Embedded Vision Summit. Separable convolutions are an important technique for implementing efficient convolutional neural networks (CNNs), made popular by MobileNet’s use of depthwise separable convolutions. But separable convolutions are not

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“Machine Learning- based Image Compression: Ready for Prime Time?,” a Presentation from Clarifai

Algorithms & Models, Edge AI and Vision Alliance, Processors, Software, Summit 2019, Tools, Videos /

Michael Gormish, Research Manager at Clarifai, presents the “Machine Learning- based Image Compression: Ready for Prime Time?” tutorial at the May 2019 Embedded Vision Summit. Computer vision is undergoing dramatic changes because deep learning techniques are now able to solve complex non-linear problems. Computer vision pipelines used to consist of hand engineered stages mathematically optimized

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“Challenges and Approaches for Extracting Meaning from Satellite Imagery,” a Presentation from Orbital Insight

Algorithms & Models, Edge AI and Vision Alliance, Processors, Sensors and Cameras, Software, Summit 2019, Tools, Videos /

Adam Kraft, Deep Learning Engineer at Orbital Insight, presents the "Challenges and Approaches for Extracting Meaning from Satellite Imagery" tutorial at the May 2019 Embedded Vision Summit. Orbital Insight is a geospatial big data company leveraging the rapidly growing availability of satellite, UAV and other geospatial data sources to understand and characterize socioeconomic trends at

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OpenXR-Wide

Khronos Releases OpenXR 1.0 Specification Establishing a Foundation for the AR and VR Ecosystem

Edge AI and Vision Alliance, News /

Final specifications and shipping implementations freely available today; Growing adoption from XR industry and expanding ecosystem support July 29, 2019 – 6:00 AM PT – SIGGRAPH, Los Angeles – Today, The Khronos® Group, an open consortium of leading hardware and software companies creating advanced acceleration standards, announces the ratification and public release of the OpenXR™ 1.0

Khronos Releases OpenXR 1.0 Specification Establishing a Foundation for the AR and VR Ecosystem Read More +

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Embedded Vision Insights: July 30, 2019 Edition

Edge AI and Vision Alliance, Newsletters /

AUTONOMOUS VEHICLE INSIGHTS Shifts in the Automated Driving Industry Recent transitions will have a lasting effect on the self-driving industry, says László Kishonti, CEO of AImotive, as key stakeholders have turned from the unattainable goal of full autonomy by 2021 to more realistic development and productization roadmaps. This will in turn result in consolidation in

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“AI-powered Identity: Evaluating Face Recognition Capabilities,” a Presentation From the University of Houston

Algorithms & Models, Edge AI and Vision Alliance, Processors, Sensors and Cameras, Software, Summit 2019, Tools, Videos /

Ioannis Kakadiaris, Distinguished University Professor of Computer Science at the University of Houston, presents the "AI-powered Identity: Evaluating Face Recognition Capabilities" tutorial at the May 2019 Embedded Vision Summit. Following the deep learning renaissance, the face recognition community has achieved remarkable results when comparing images that are both frontal and non-occluded. However, significant challenges remain

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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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