Axiomtek showcases how its own motherboard-to-system design strategy scales from smart city video walls to edge AI inspection in this tour of their Intel and NVIDIA powered platforms. The demo starts with a smart city monitoring system that can drive up to nine simultaneous video streams, using dedicated acceleration to handle high-bandwidth analytics rather than simple passive display. https://www.axiomtek.com/
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On the NVIDIA side, Axiomtek’s AI series integrates Jetson-based compute into rugged fanless boxes with GMSL-style camera connectors, so integrators can bring in four or eight cameras per node depending on the configuration. The suitcase-counting demo illustrates how multi-camera computer vision, object detection and tracking can be deployed directly at the edge for logistics, retail or transportation analytics without sending all the raw video to the cloud.
A second demo focuses on anomaly detection and quality inspection, where Axiomtek’s AIE500 hardware runs a partner’s AI software stack. Operators capture reference images of a “good” bolt or PCB, then the model learns to flag deviations on the production line or in agriculture and other verticals. The system exposes confidence scores and thresholds, so process engineers can tune false positive and false negative rates for their specific workflow rather than treating AI as a black box.
Behind the glass wall, Axiomtek walks through its “bread and butter” embedded boards, from full-size ATX all the way down to the credit-card-sized KIWI300 platform. These boards target transportation, networking, retail, gaming and industrial control, and feed into DIN-rail IoT gateways such as the IECO and IIA series. In this Embedded World North America 2025 setup, the gateways act as secure edge nodes, handling connectivity, cybersecurity policies and protocol translation between field devices and higher-level IT systems.
The tour ends on industrial panel PCs and Intel-powered embedded systems designed as HMIs and edge analytics nodes for factories and smart buildings. A proximity and ambient-light sensor automatically dims the display and reduces power draw when nobody is nearby, then wakes the interface when an operator approaches. A security-oriented demo shows how vision analytics can detect people lingering in a zone, similar to a professional “ring camera” that can trigger alerts or escalation. With manufacturing in Taiwan and integration and engineering support from its City of Industry office in the US, Axiomtek positions these platforms as building blocks for scalable, production-ready edge AI deployments.
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