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“Introduction to Optimizing ML Models for the Edge,” a Presentation from Cisco Systems

Kumaran Ponnambalam, Principal Engineer of AI, Emerging Tech and Incubation at Cisco Systems, presents the “Introduction to Optimizing ML Models for the Edge” tutorial at the May 2023 Embedded Vision Summit. Edge computing opens up a new world of use cases for deep learning across numerous markets, including manufacturing, transportation, healthcare and retail. Edge deployments […]

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“Efficient Neuromorphic Computing with Dynamic Vision Sensor, Spiking Neural Network Accelerator and Hardware-aware Algorithms,” a Presentation from Arizona State University

Jae-sun Seo, Associate Professor at Arizona State University, presents the “Efficient Neuromorphic Computing with Dynamic Vision Sensor, Spiking Neural Network Accelerator and Hardware-aware Algorithms” tutorial at the May 2023 Embedded Vision Summit. Spiking neural networks (SNNs) mimic biological nervous systems. Using event-driven computation and communication, SNNs achieve very low power consumption. However, two important issues

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“Item Recognition in Retail,” a Presentation from 7-Eleven

Sumedh Datar, Senior Machine Learning Engineer at 7-Eleven, presents the “Item Recognition in Retail” tutorial at the May 2023 Embedded Vision Summit. Computer vision has vast potential in the retail space. 7-Eleven is working on fast frictionless checkout applications to better serve customers. These solutions range from faster checkout systems to fully automated cashierless stores.

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“Lessons Learned in Developing a High-volume, Vision-enabled Coffee Maker,” an Interview with Keurig Dr Pepper

Jason Lavene, Director of Advanced Development Engineering at Keurig Dr Pepper, talks with Jeff Bier, Founder of the Edge AI and Vision Alliance, for the “Lessons Learned in Developing a High-volume, Vision-enabled Coffee Maker” interview at the May 2023 Embedded Vision Summit. Why did Keurig Dr Pepper—a $12B beverage company—spend years perfecting visual AI technology

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“Embedded Vision in Robotics, Biotech and Education,” an Interview with Dean Kamen

Dean Kamen, Founder of DEKA Research and Development, talks with Jeff Bier, Founder of the Edge AI and Vision Alliance, for the “Embedded Vision in Robotics, Biotech and Education” interview at the May 2023 Embedded Vision Summit. In his 2018 keynote presentation at the Embedded Vision Summit, legendary inventor and technology visionary Dean Kamen memorably

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May 2023 Embedded Vision Summit Opening Remarks (May 24)

Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the May 2023 Embedded Vision Summit on May 24, 2023. Bier provides an overview of the edge AI and vision market opportunities, challenges, solutions and trends. He also introduces the Edge AI and Vision Alliance and the resources it offers for both

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May 2023 Embedded Vision Summit Opening Remarks (May 23)

Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the May 2023 Embedded Vision Summit on May 23, 2023. Bier provides an overview of the edge AI and vision market opportunities, challenges, solutions and trends. He also introduces the Edge AI and Vision Alliance and the resources it offers for both

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Multiclass Confusion Matrix for Object Detection

This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. We introduce the Multiclass Confusion Matrix for Object Detection, a table that can help you perform failure analysis identifying otherwise unnoticeable errors, such as edge cases or non-representative issues in your data. In this article we introduce

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May 2023 Embedded Vision Summit Vision Tank Competition Finalist Presentations

Swathi A N Kumar, Founder and CEO of BetterMeal AI (substituting for David Hojah, CEO and Founder of Parrots), Amit Mate, Founder and CEO of GMAC Intelligence, Slava Chesnokov, CTO of Lemur Imaging, Tsvi Achler, Founder of Optimizing Mind, and Robert Brown, CEO of ProHawk Technology Group, deliver their Vision Tank finalist presentations at the

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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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