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In-depth information about the edge AI and vision market, applications, technologies, products, and trends.

Read industry market analyses, blogs, news, and press releases from our Member companies.

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Axelera AI

Voyager SDK v1.5.3 is Live, and That Means Ultralytics YOLO26 Support

Voyager v1.5.3 dropped, and Ultralytics YOLO26 support is the big headline here. If you’ve been following Ultralytics’ releases, you’ll know Ultralytics YOLO26 is specifically engineered for edge devices like Axelera’s Metis hardware. Why Ultralytics YOLO26 matters for your projects: The architecture is designed end-to-end, which means no more NMS (non-maximum suppression) post-processing. That translates to simpler deployment and

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e-con Systems

Upcoming Webinar on Challenges of Depth of Field (DoF) in Macro Imaging

On January 29, 2026, at 9:00 am PST (12:00 pm EST) Alliance Member company e-con Systems will deliver a webinar “Challenges of Depth of Field (DoF) in Macro Imaging” From the event page: We’re excited to invite you to an exclusive webinar hosted by e-con Systems: Challenges of DoF in Macro Imaging. In this session,

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Efinix

Free Webinar Highlights Compelling Advantages of FPGAs

On March 17, 2026 at 9 am PT (noon ET), Efinix’s Mark Oliver, VP of Marketing and Business Development, will present the free hour webinar “Why your Next AI Accelerator Should Be an FPGA,” organized by the Edge AI and Vision Alliance. Here’s the description, from the event registration page: Edge AI system developers often

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Market Analysis

Market Analysis

AI at the Edge: Low Power, High Stakes

This blog post was originally published at Woodside Capital’s website. It is reprinted here with the permission of Woodside Capital. Palo Alto – November 3, 2025 – Woodside Capital Partners (WCP) is pleased to release our Digital Advertising Quarterly Sector Update for Q3 2025, authored by senior bankers Alain Bismuth and George Jones. Introduction: Intelligence on the Edge Edge

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Market Analysis

PiezoMEMS: A Market Poised to Outpace MEMS Growth by 2030

This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. Yole Group unveils two new reports, PiezoMEMS Technologies 2025 and PiezoMEMS Comparison 2025, providing market ranking, technology insights and cost analyses. Key Takeaways The piezoMEMS market will reach nearly US$5.7 billion by 2030,

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Market Analysis

Greater China MEMS Industry On the Rise: Consumer Leads the Way

This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. In its latest analysis, Yole Group examines how the Greater Chinese MEMS ecosystem is expanding across the consumer, automotive, industrial, medical, defense, and telecom markets, with continued growth driven by strong local

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Blog

Automotive

Into the Omniverse: OpenUSD and NVIDIA Halos Accelerate Safety for Robotaxis, Physical AI Systems

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA Editor’s note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners and enterprises can transform their workflows using the latest advancements in OpenUSD and NVIDIA Omniverse. New NVIDIA safety

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Automotive

What Sensor Fusion Architecture Offers for NVIDIA Orin NX-Based Autonomous Vision Systems

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Key Takeaways Why multi-sensor timing drift weakens edge AI perception How GNSS-disciplined clocks align cameras, LiDAR, radar, and IMUs Role of Orin NX as a central timing authority for sensor fusion Operational gains from unified time-stamping

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Blog Posts

Enhancing Images: Adaptive Shadow Correction Using OpenCV

This blog post was originally published at OpenCV’s website. It is reprinted here with the permission of OpenCV. Imagine capturing the perfect landscape photo on a sunny day, only to find harsh shadows obscuring key details and distorting colors. Similarly, in computer vision projects, shadows can interfere with object detection algorithms, leading to inaccurate results.

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