FRAMOS and Toradex Strengthen Partnership to Simplify Embedded Vision Development

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 […]

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Simplifying Vision AI Development with Renesas AI Model Deployer Powered by NVIDIA TAO

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

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“Squinting Vision Pipelines: Detecting and Correcting Errors in Vision Models at Runtime,” a Presentation from Squint AI

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… “Squinting Vision Pipelines: Detecting and

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China Takes the Lead in Automotive LiDAR: A Market Set to Quadruple 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’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

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The Outer Loop: The Real Driver of AI Success

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

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“ONNX and Python to C++: State-of-the-art Graph Compilation,” a Presentation from Quadric

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… “ONNX and Python to C++:

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Free Webinar Explores Infrared Image Sensor Trends and Applications

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

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Low-power Computer Vision Challenge: Empowering AI Development on Edge Devices

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. The Low-Power Computer Vision Challenge (LPCVC) is an annual competition organized by the Institute of Electrical and Electronics Engineers (IEEE) to improve the energy efficiency of computer vision technologies for systems with constrained resources. Established in 2015

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“Beyond the Demo: Turning Computer Vision Prototypes into Scalable, Cost-effective Solutions,” a Presentation from Plainsight Technologies

Kit Merker, CEO of Plainsight Technologies, presents the “Beyond the Demo: Turning Computer Vision Prototypes into Scalable, Cost-effective Solutions” tutorial at the May 2025 Embedded Vision Summit. Many computer vision projects reach proof of concept but stall before production due to high costs, deployment challenges and infrastructure complexity. This presentation… “Beyond the Demo: Turning Computer

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VeriSilicon Expands DSP Portfolio with Silicon-proven ZSP5000 Vision Core Series for Edge Intelligence

Highly scalable architecture optimized for computer vision and image workloads with extendable instruction set Shanghai, China, June 26, 2025–VeriSilicon (688521.SH) today released the ZSP5000 Digital Signal Processing (DSP) series IPs, which are based on its fifth-generation silicon-proven DSP architecture. This product line adopts a highly scalable and energy-efficient design, and has been deeply optimized for

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