Edge AI and Vision Alliance

“MLPerf: An Industry Standard Performance Benchmark Suite for Machine Learning,” a Presentation from Facebook and Arizona State University

Edge AI and Vision Alliance, Processors, Summit 2020, Videos /

Carole-Jean Wu, Research Scientist at Facebook AI Research and an Associate Professor at Arizona State University, presents the “MLPerf: An Industry Standard Performance Benchmark Suite for Machine Learning” tutorial at the September 2020 Embedded Vision Summit. The rapid growth in the use of DNNs has spurred the development of numerous specialized processor architectures and software […]

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“Reinforcement Learning: a Practical Introduction,” a Presentation from Microsoft

Algorithms, Edge AI and Vision Alliance, Software, Summit 2020, Tools, Videos /

Joe Booth, former Vice President of Engineering at Orions Systems (now part of Microsoft, where Booth is a Principal Group Engineering Manager) and an independent researcher, presents the “Reinforcement Learning: a Practical Introduction” tutorial at the September 2020 Embedded Vision Summit. This talk provides a practical introduction to reinforcement learning. Booth explains how reinforcement learning

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Autonomous Vehicle Simulation Solution Market – A Global Market and Regional Analysis

Automotive, Edge AI and Vision Alliance, Market Analysis /

The global automotive industry is undergoing a period of wide-ranging and transformative changes with a shift in consumer behavior as well as an increase in the implementation of stringent environmental regulations. Factors such as rising safety and security concerns, increasing demand for a reliable transportation system, and the advent of innovative trends, such as the

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“Using Learning at the Edge to Deliver Business Value,” a Presentation from LG Electronics

Edge AI and Vision Alliance, Summit 2020, Videos /

Vera Serdiukova, Product Manager in the Advanced AI team at LG Electronics, presents the “Using Learning at the Edge to Deliver Business Value” tutorial at the September 2020 Embedded Vision Summit. Learning at the Edge is the next frontier of Edge AI. Unlike inference, so far it has stayed on the fringe of industry focus,

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Optical Sensor Market is Projected to Reach USD 30 Billion by 2026

Edge AI and Vision Alliance, Market Analysis, Sensors and Cameras /

According to a recent study from market research firm Global Market Insights, Optical sensor market are broadly utilized in consumer electronic devices for the detection of events, changes, or input signals and pass the information to other components. Increasing adoption of optical sensor for biometric recognition, high-speed detection, device authentication, and other security application in

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“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentation from the Khronos Group

Algorithms, Edge AI and Vision Alliance, NVIDIA, Processors, Software, Summit 2020, Tools, Videos /

Neil Trevett, President of the Khronos Group and Vice President of Developer Ecosystems at NVIDIA, presents the “Khronos Standard APIs for Accelerating Vision and Inferencing” tutorial at the September 2020 Embedded Vision Summit. The landscape of processors and tools for accelerating inferencing and vision applications continues to evolve rapidly. Khronos standards, such as OpenCL, OpenVX,

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“Feeding the World Through Embedded Vision,” a Presentation from John Deere

Edge AI and Vision Alliance, Robotics, Summit 2020, Videos /

Travis Davis, Delivery Manager for the Automation Delivery team with the Intelligent Solutions Group at John Deere, presents the “Feeding the World Through Embedded Vision” tutorial at the September 2020 Embedded Vision Summit. Although it’s not widely known outside of the industry, computer vision is beginning to be used at scale in agriculture, where it

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“Sea-thru: A Method for Removing Water from Underwater Images,” a Presentation from the Harbor Branch Oceanographic Institute

Algorithms, Edge AI and Vision Alliance, Software, Summit 2020, Tools, Videos /

Derya Akkaynak, Engineer and Oceanographer at the Harbor Branch Oceanographic Institute, presents the “Sea-thru: A Method for Removing Water from Underwater Images” tutorial at the September 2020 Embedded Vision Summit. Very large underwater image datasets are generated every day that capture important information regarding the state of our oceans, but they cannot be efficiently analyzed

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“Lessons From the Start-up Trenches,” a Presentation by and Interview with Oliver Gunasekara

Edge AI and Vision Alliance, Processors, Summit 2020, Videos /

Independent consultant Oliver Gunasekara and Shweta Shrivastava, chief product officer at Nauto, present the “Lessons From the Start-up Trenches” tutorial at the September 2020 Embedded Vision Summit. This interview with Oliver Gunasekara, founder and CEO of NGCodec, explores lessons learned during the journey of NGCodec—a video codec developer—from its founding in 2012 to its successful

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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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