Edge AI was the primary focus of microcontroller vendors at the 2025 Embedded World Exhibition. We caught up with some industry executives for our annual Embedded Quest program, asking them about their take on Edge AI. As usual, the Embedded World Exhibition in Nuremberg, Germany, drew a large crowd of companies in the computing processor […]
Embedded Quest 2025: MCU Vendors Step up Edge AI Play Read More +
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. To get the most out of AI, optimizations are critical. When developers think about optimizing AI models for inference, model compression techniques—such as quantization, distillation, and pruning—typically come to mind. The most common of the three, without
Introducing NVFP4 for Efficient and Accurate Low-precision Inference Read More +
Alicia Schandy Wood, Machine Learning Engineer at Tryolabs, and Vienna Saccomanno, Senior Scientist at The Nature Conservancy, co-present the “Computer Vision at Sea: Automated Fish Tracking for Sustainable Fishing” tutorial at the May 2025 Embedded Vision Summit. What occurs between the moment a commercial fishing vessel departs from shore and its return? How sustainable is
Enhanced integration between Toradex’s System-on-modules (SoMs) and FRAMOS Camera Modules simplifies the prototyping and development of embedded vision systems based on NXP processors. Munich – June 30th 2025 – Embedded system engineers and architects, as well as technical team leads in robotics, IoT, medical, and industrial applications, can now benefit from a simplified approach to
FRAMOS and Toradex Strengthen Partnership to Simplify Embedded Vision Development Read More +
This blog post was originally published at Renesas’ website. It is reprinted here with the permission of Renesas. Edge AI is no longer a futuristic idea—it’s an essential technology driving today’s smart devices across industries, from industrial automation to consumer IoT applications. But building AI applications at the edge still comes with challenges: complexity with
Simplifying Vision AI Development with Renesas AI Model Deployer Powered by NVIDIA TAO Read More +
Ken Wenger, Chief Technology Officer at Squint AI, presents the “Squinting Vision Pipelines: Detecting and Correcting Errors in Vision Models at Runtime” tutorial at the May 2025 Embedded Vision Summit. As humans, when we look at a scene our first impressions are sometimes wrong; we need to take a second look, to squint and reassess.
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’s new report, Automotive LiDAR 2025, shows explosive growth in passenger cars, shifting OEM strategies, and China’s growing dominance across the value chain. KEY TAKE AWAYS: The global automotive LiDAR market
China Takes the Lead in Automotive LiDAR: A Market Set to Quadruple by 2030 Read More +
This blog post was originally published in expanded form at RapidFire AI’s website. It is reprinted here with the permission of RapidFire AI. When people talk about deep learning, they usually talk about the inner loop—the elegant dance of forward passes, backpropagation, and gradient descent. This is the part that’s been endlessly refined over the
The Outer Loop: The Real Driver of AI Success Read More +
Nigel Drego, Co-founder and Chief Technology Officer at Quadric, presents the “ONNX and Python to C++: State-of-the-art Graph Compilation” tutorial at the May 2025 Embedded Vision Summit. Quadric’s Chimera general-purpose neural processor executes complete AI/ML graphs—all layers, including pre- and post-processing functions traditionally run on separate DSP processors. To enable this, the Chimera Graph Compiler
On September 23, 2025 at 9 am PT (noon ET), the Yole Group’s Axel Clouet, Ph.D., senior market and technology analyst for imaging, will present the free hour webinar “Infrared Imaging: Technologies, Trends, Opportunities and Forecasts,” organized by the Edge AI and Vision Alliance. Here’s the description, from the event registration page: Infrared (IR) cameras
Free Webinar Explores Infrared Image Sensor Trends and Applications Read More +
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