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Red Light Cameras vs. Traffic Sensors: The Ultimate Guide for Traffic Enforcement

Blog Posts, e-con Systems, Sensors and Cameras /

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Intersections create the toughest mix of crashes, congestion, and violations, so cities rely on imaging to bring order and proof. Red light cameras and traffic sensors operate in the same geography yet serve different goals, […]

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Grounded AI Starts Here: Rapid Customization for RAG and Context Engineering

Blog Posts, Information Access and Analytics, RapidFire AI, Tools /

This blog post was originally published in expanded form at RapidFire AI’s website. It is reprinted here with the permission of RapidFire AI. Building a reliable Retrieval Augmented Generation (RAG) pipeline should not  feel like guesswork. Yet for most AI developers, it still does. According to a recent MIT study on enterprise AI adoption, around 95%

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Lattice Enhances sensAI Solution Stack with Edge AI Performance, Efficiency, and Ease of Use

Lattice Semiconductor, News, Processors, Tools /

Latest Lattice sensAI™ solution stack delivers industry-leading power efficiency, expanded AI model support, and flexible deployment tools for next-generation edge applications HILLSBORO, Ore. – Dec. 18, 2025 – Lattice Semiconductor (NASDAQ: LSCC), the low power programmable leader, today announced the latest release of the Lattice sensAI™ solution stack delivering expanded model support, enhanced AI performance, and greater deployment

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poLight ASA Collaborates with Image Quality Labs on M12-based Raspberry Pi TLens Studio for AI-driven Industrial Machine Vision Applications

Image Quality Labs, Industrial Vision (Computer Vision), News, Sensors and Cameras /

TØNSBERG, Norway–(BUSINESS WIRE)–poLight ASA (OSE: PLT) and Image Quality Labs (IQL) today announced the development of an M12-based Raspberry Pi TLens® Studio evaluation and development platform, utilizing the new line of TLens® off-the-shelf (OTS) focusing camera lens. This platform enables machine vision design engineers to quickly and easily evaluate high speed, constant field-of-view focusing functionality on their existing

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How FPGA-Based Frame Grabbers Are Powering Next-Gen Multi-Camera Systems

Blog Posts, e-con Systems, Processors, Sensors and Cameras /

This article was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. FPGA-based frame grabbers are redefining multi-camera vision by enabling synchronized aggregation of up to eight GMSL streams for autonomous driving, robotics, and industrial automation. They overcome bandwidth and latency limits of USB and Ethernet by using PCIe

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97% Smaller, Just as Smart: Scaling Down Networks with Structured Pruning

Algorithms & Models, Analog Devices, Blog Posts, Tools /

This article was originally published at Analog Devices’ website. It is reprinted here with the permission of Analog Devices. Why Smaller Models Matter Shrinking AI models isn’t just a nice-to-have—it’s a necessity for bringing powerful, real-time intelligence to edge devices. Whether it’s smartphones, wearables, or embedded systems, these platforms operate with strict memory, compute, and

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NVIDIA Debuts Nemotron 3 Family of Open Models

Algorithms & Models, News, NVIDIA, Tools /

News Summary: The Nemotron 3 family of open models — in Nano, Super and Ultra sizes — introduces the most efficient family of open models with leading accuracy for building agentic AI applications. Nemotron 3 Nano delivers 4x higher throughput than Nemotron 2 Nano and delivers the most tokens per second for multi-agent systems at scale through a

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Better Than Real? What an Apple-Orchard Benchmark Really Says About Synthetic Data for Vision AI

Agriculture, Articles, Synetic AI, Tools /

If you work on edge AI or computer vision, you’ve probably run into the same wall over and over: The model architecture is fine. The deployment hardware is (barely) ok. But the data is killing you—too narrow, too noisy, too expensive to expand. That’s true whether you’re counting apples, spotting defects on a production line,

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Arm at NeurIPS 2025: How AI research is shaping the future of intelligent computing

Algorithms & Models, Arm, News, Processors /

This blog post was originally published at Arm’s website. It is reprinted here with the permission of Arm. NeurIPS 2025 provided Arm with a unique opportunity to share the latest technical trends and insights with the global AI research community. NeurIPS is one of the world’s leading AI research conferences, acting as a thriving global hub for

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The architecture shift powering next-gen industrial AI

Arm, Blog Posts, Processors, Software, Tools /

This blog post was originally published at Arm’s website. It is reprinted here with the permission of Arm. How Arm is powering the shift to flexible AI-ready, energy-efficient compute at the “Industrial Edge.” Industrial automation is undergoing a foundational shift. From industrial PC to edge gateways and smart sensors, compute needs at the edge are changing fast. AI is moving

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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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