Edge AI and Vision Alliance

“Is My Model Performing Well? It Depends…,” a Presentation from BMW Group

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Vladimir Haltakov, Self-Driving Car Engineer at BMW Group, presents the “Is My Model Performing Well? It Depends…” tutorial at the May 2021 Embedded Vision Summit. There are many statistical metrics used to measure the performance of machine learning models. While they work well when the model itself is the final product, classical measures are often […]

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“Data Collection in the Wild,” a Presentation from BMW Group

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Vladimir Haltakov, Self-Driving Car Engineer at BMW Group, presents the “Data Collection in the Wild” tutorial at the May 2021 Embedded Vision Summit. In scientific papers, computer vision models are usually evaluated on well-defined training and test datasets. In practice, however, collecting high-quality data that accurately represents the real world is a challenging problem. Developing

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“Explainability in Computer Vision: A Machine Learning Engineer’s Overview,” a Presentation from AltaML

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Navaneeth Kamballur Kottayil, Lead Machine Learning Developer at AltaML, presents the “Explainability in Computer Vision: A Machine Learning Engineer’s Overview” tutorial at the May 2021 Embedded Vision Summit. With the increasing use of deep neural networks in computer vision applications, it has become more difficult for developers to explain how their algorithms work. This can

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“Productizing Complex Visual AI Systems for Autonomous Flight,” a Presentation from Airbus

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Carlo Dal Mutto, Director of Engineering at Airbus, presents the “Productizing Complex Visual AI Systems for Autonomous Flight” tutorial at the May 2021 Embedded Vision Summit. The development of visual AI systems for real-world applications is a complex undertaking characterized by a variety of diverse challenges. While the media spotlight is often focused on academic

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Edge AI and Vision Insights: September 14, 2021 Edition

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LETTER FROM THE EDITOR Dear Colleague, This Thursday, September 16 at 9 am PT, Edge Impulse will deliver the free webinar “Introducing the EON Tuner: Edge Impulse’s New AutoML Tool for Embedded Machine Learning” in partnership with the Edge AI and Vision Alliance. Finding the best machine learning (ML) model for analyzing sensor data isn’t

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May 2021 Embedded Vision Summit Opening Remarks (May 28)

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Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the May 2021 Embedded Vision Summit on May 28, 2021. 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 2021 Embedded Vision Summit Opening Remarks (May 27)

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Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the May 2021 Embedded Vision Summit on May 27, 2021. 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 2021 Embedded Vision Summit Opening Remarks (May 26)

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Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the May 2021 Embedded Vision Summit on May 26, 2021. 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 2021 Embedded Vision Summit Opening Remarks (May 25)

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Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the May 2021 Embedded Vision Summit on May 25, 2021. 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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“Perspectives on AI Beyond Pattern Recognition,” an Alliance Interview with Pieter Abbeel

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Professor Pieter Abbeel, Director of the Berkeley Robot Learning Lab and Co-Director of the Berkeley Artificial Intelligence (BAIR) Lab, talks with Jeff Bier, Founder of the Edge AI and Vision Alliance, for the “Perspectives on AI Beyond Pattern Recognition” interview at the May 2021 Embedded Vision Summit. See here for Abbeel’s keynote at the Summit,

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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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