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Edge AI and Vision Insights is our bi-weekly newsletter, delivering the latest technology, applications, markets, and trends in edge AI and vision right to your inbox. To receive Insights, please register via the “Subscribe to the Edge AI and Vision Insights Newsletter” section in the right column of this page.

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Most Recent Issues

Edge AI and Vision Insights: June 24, 2026

  LETTER FROM THE EDITOR Dear Colleague, This week we’re highlighting practical ways engineering teams are tackling some of the hardest problems in deploying edge AI and vision systems: getting models to work reliably in the real world, modernizing vision software for new hardware and model architectures, and scaling physical AI beyond the prototype stage. Also in this issue, we look at why memory is becoming a central bottleneck for edge AI and how robotics developers are moving from benchmarks toward fleet-scale deployment. We also have two upcoming webinars focused on especially timely challenges: using synthetic data to overcome gaps in real-world training sets, and using generative AI to help port computer vision applications to OpenCV 5. On Tuesday, August 11, we’ll present a webinar on synthetic data in collaboration with Synetic AI. Most edge vision deployments fail not because of model architecture, but because real-world training data is structurally incomplete. Sampled data can’t cover combinatorial edge cases, forcing perpetual retraining cycles that break embedded deployment, explainability requirements and silicon viability. In this session, David ...
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Edge AI and Vision Insights: June 10, 2026

  LETTER FROM THE EDITOR Dear Colleague, This week’s featured presentations focus on practical ways to accelerate edge AI development—from choosing programmable FPGA-based accelerators and designing efficient computer vision systems for tightly constrained far-edge devices to using AI coding agents safely and effectively in real embedded development workflows. Efinix and Lattice Semiconductor examine hardware and model-design strategies for meeting demanding cost, power, latency, memory and I/O constraints. Ambarella and Boston.AI explore how AI-assisted software development can help teams build trustworthy edge systems and navigate major platform transitions such as OpenCV 5. But before we get to those topics, I want to alert you to an interesting event. Alliance partner KOTRA invites you to explore cutting-edge innovations at Physical AI Superconnect 2026 on June 24 in Mountain View, California. Engage with nearly 40 Korean companies showcasing component- and system-level advancements in manufacturing and service robots, autonomous driving and more. It’s a great opportunity to connect with innovative companies and new technologies. Learn more and register here. Erik Peters Director of Ecosystem and Community Engagement, Edge AI ...
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Edge AI and Vision Insights: May 27, 2026

  LETTER FROM THE EDITOR Dear Colleague, This month’s Embedded Vision Summit was a resounding success, with more than a thousand attendees learning from nearly a hundred presenters and hundreds of demos, as well as making valuable connections. 2026 Embedded Vision Summit presentation videos and slide decks will become available on the Edge AI and Vision Alliance website starting in the coming weeks. In case you haven’t yet heard, the 2027 Embedded Vision Summit will be a distinct part of SPIE Photonics West in San Francisco. See you at the 2027 Summit, February 2-4! Erik Peters Director of Ecosystem and Community Engagement, Edge AI and Vision Alliance BUILDING AND DEPLOYING REAL-WORLD ROBOTS BETTER VISUAL SIGNALS FROM SENSORS Face Super Resolution for Better Video Experiences Visidon explains how face super-resolution can improve video collaboration by making participants’ faces clearer, more consistent and more natural-looking, even when people are seated at different distances from a shared room camera. In wide-angle meeting-room setups, people farther from the camera occupy fewer pixels, which reduces visible facial detail and makes ...
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Edge AI and Vision Insights: June 10, 2026

  LETTER FROM THE EDITOR Dear Colleague, This week’s featured presentations focus on practical ways to accelerate edge AI development—from choosing programmable FPGA-based accelerators and designing efficient computer vision systems

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Edge AI and Vision Insights: June 10, 2026

  LETTER FROM THE EDITOR Dear Colleague, This week’s featured presentations focus on practical ways to accelerate edge AI development—from choosing programmable FPGA-based accelerators and designing efficient computer vision systems

Read More +

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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