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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

Semiconductor Industry 2025: Worldwide Dynamics and China’s Strategic Rise Unveiled

This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. The market research & strategy consulting company, Yole Group, delivers a dual perspective on global semiconductor dynamics and China’s fast-evolving industry landscape.   Key Takeaways Global semiconductor device revenues are set to reach

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Automotive

Automotive Radar Industry: China’s Acceleration and the Next Wave of Sensing

This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. With volumes rising and semiconductor innovation accelerating, Yole Group delivers a dual analysis on automotive radar technology, market dynamics, and chipset design.   Key Takeaways 166 million radar modules shipped globally in 2024;

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Market Analysis

Humanoid Robots 2025: The Race to Useful Intelligence

This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. AI, dexterity, and cost reduction are converging to bring humanoids from prototypes to real-world deployment. Key Takeaways The global humanoid robot market will grow to US$51 billion by 2035. Three adoption waves have

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Blog

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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Automotive

Driving the Future of Automotive AI: Meet RoX AI Studio

This blog post was originally published at Renesas’ website. It is reprinted here with the permission of Renesas. In today’s automotive industry, onboard AI inference engines drive numerous safety-critical Advanced Driver Assistance Systems (ADAS) features, all of which require consistent, high-performance processing. Given that AI model engineering is inherently iterative (numerous cycles of ‘train, validate, and

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Blog Posts

Right Sizing AI for Embedded Applications

This blog post was originally published at BrainChip’s website. It is reprinted here with the permission of BrainChip. We all know the AI revolution train is heading straight for the Embedded Station. Some of us are already in the driver’s seat, while others are waiting for the first movers to pave the way so we can

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