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Edge AI and Vision Insights: October 29, 2025

LETTER FROM THE EDITOR Dear Colleague, The Call for Presentation Proposals for the 2026 Embedded Vision Summit, taking place May 11-13 in Santa Clara, California, is now open! We’re planning more than 100 expert sessions and would love to see your ideas—from physical AI case studies to efficient edge AI techniques to the latest advances […]

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Importance of Global Shutter Cameras for Industrial Automation Systems

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Maintaining image clarity is a critical part of industrial automation. However, not all sensors deliver the required consistency across different conditions. Learn how global shutter cameras help perform industrial automation tasks, their use cases, and

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NVIDIA Contributes to Open Frameworks for Next-generation Robotics Development

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. At the ROSCon robotics conference, NVIDIA announced contributions to the ROS 2 robotics framework and the Open Source Robotics Alliance’s new Physical AI Special Interest Group, as well as the latest release of NVIDIA Isaac ROS. This

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Qualcomm Unveils AI200 and AI250: Redefining Rack-scale Data Center Inference Performance for the AI Era

Highlights: Qualcomm AI200 and AI250 solutions deliver rack-scale performance and superior memory capacity for fast data center generative AI inference at industry-leading total cost of ownership (TCO). Qualcomm AI250 introduces an innovative memory architecture, offering a generational leap in effective memory bandwidth and efficiency for AI workloads. Both solutions feature a rich software stack and

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Unleash Real-time LiDAR Intelligence with BrainChip Akida On-chip AI

This blog post was originally published at BrainChip’s website. It is reprinted here with the permission of BrainChip. Accelerating LiDAR Point Cloud with BrainChip’s Akida™ PointNet++ Model. LiDAR (Light Detection and Ranging) technology is the key enabler for advanced Spatial AI—the ability of a machine to understand and interact with the physical world in three

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Introducing Synaptics Astra SL2610: The Edge Processor Engineers Have Been Waiting For

This blog post was originally published at Synaptics’ website. It is reprinted here with the permission of Synaptics. There’s a growing tension in the world of connected products. On one side, engineers find themselves having to push microcontrollers far beyond their limits, resorting to bolted-on accelerators, extra parts and delicate pipelines just to keep pace

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NVIDIA Blackwell: The Impact of NVFP4 For LLM Inference

This blog post was originally published at Nota AI’s website. It is reprinted here with the permission of Nota AI. With the introduction of NVFP4—a new 4-bit floating point data type in NVIDIA’s Blackwell GPU architecture—LLM inference achieves markedly improved efficiency. Blackwell’s NVFP4 format (RTX PRO 6000) delivers up to 2× higher LLM inference efficiency

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Renesas Adds Two New MCU Groups to Blazing Fast RA8 Series with 1GHz Performance and Embedded MRAM

RA8M2 Devices Address General-Purpose Applications and RA8D2 Devices Target High-End Graphics and HMI; Both Offer Dual-Core Options for Even More Horsepower TOKYO, Japan, October 22, 2025 ― Renesas Electronics Corporation (TSE:6723), a premier supplier of advanced semiconductor solutions, today introduced the RA8M2 and RA8D2 microcontroller (MCU) groups. Based on a 1 GHz Arm® Cortex®-M85 processor

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An Engineer’s Guide on Data and Control Buses of Imaging Systems

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Communication protocols are a key consideration for high-resolution, high-frame-rate imaging in embedded vision applications. In this blog, we’ll explore how control and data buses enable seamless transmission and timely, synchronized imaging for high-performance embedded applications.

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AI Drives the Wheel: How Computing Power is Reshaping the Automotive Industry

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 new report, Automotive Computing and AI 2025, Yole Group analyzes the technological and market forces redefining vehicle intelligence, safety, and connectivity. The automotive industry is accelerating into a new era

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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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