Physical AI at the Edge: The Intel Robotics AI Suite on Core Ultra Series 3 Physical AI at the edge is moving artificial intelligence from screens and cloud services into machines that can sense, reason,…
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Optimizing Local LLMs for Real-Time Machine Vision on Edge AI Platforms AI-powered machine vision is moving beyond detection, classification, OCR, barcode reading, and defect inspection. The next step is adding local LLM intelligence that can…
Step-by-Step Guide: Connecting a NODKA iPAC to Ignition Perspective via OPC UA A complete SCADA deployment is more than just installing software. It involves the chain of components that lets a tag value travel from…
Industrial IPC Platforms for Ignition SCADA Architectures Inductive Automation’s Ignition platform is software-centric and hardware-agnostic by design. System integrators and OEMs choose the industrial computing platform that best fits their plant floor, then deploy Ignition…
Does Every AI-Powered Machine Vision System Need a Discrete GPU? Article Key Points:Not every AI-powered machine vision system needs a discrete GPU; many inspection nodes can run effectively on a well-matched industrial PC.Factory-scale deployments change…
How Local VLMs Are Reshaping AI-Powered Machine Vision on Industrial PCs Article Key Points:Traditional machine vision still handles core inspection tasks best. Local VLMs add contextual interpretation to machine vision workflows. Edge deployment on industrial…