2026 will see pDOOH retrofit shift from experimentation to scalable deployment as acceptance criteria tighten, deployability requirements rise, and external UVC camera solutions become the de facto hardware path, enabling compliant, verifiable proof-of-display across legacy signage systems.
More >>This article explains why pDOOH retrofit is becoming the dominant upgrade path in 2026, focusing on verification, deployment risk, and edge privacy. It analyzes retrofit economics, camera readiness, and real-world rollout constraints.
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This article(part 2) explores how Edge AI vision requirements evolve in real-world deployments across AI signage players, AI retail systems, mobile robotics, and industrial AI boxes in 2026. Rather than focusing on algorithms, it analyzes how camera architecture, sensor sensitivity, optics, latency tolerance, and system integration constraints differ by industry.
More >>A 2026 edge AI vision outlook grounded in 2025 data, covering Digital Signage, AI Retail terminals, Robotics, and Industrial Edge AI. It explains why growth is shifting from algorithms to deployable infrastructure and highlights emerging “dark horse” endpoints likely to accelerate demand in 2026
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Compare Sony IMX307 and Smartsens SC285SL: low-light performance, HDR, QE curves, noise levels, and real-world night tests. A practical 2026 guide for industrial vision engineers
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An engineering analysis of the Sony IMX678 STARVIS 2 sensor. We compare SNR1s data (0.13lx), ghost-free HDR, and sensitivity against IMX415/IMX327 to guide your AI Edge Vision hardware selection
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Learn how micro thermal cameras are used in predictive maintenance (PdM). This guide covers early fault detection in electrical, mechanical, and power systems.
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