The Guanlan architecture addresses the persistent issue of false alerts in perimeter security, where environmental factors like weather or wildlife often overwhelm legacy systems. By deploying DeepinViewX cameras that process data at the edge, Hikvision reports a 90% reduction in false alarms and double the detection range of traditional hardware. These models extend beyond simple object detection into scenario-specific analytics, including PPE compliance on construction sites, fall detection in healthcare facilities, and forklift monitoring in logistics hubs.
Efficiency gains extend to data management and user interaction. The Guanlan Encoding system uses region-of-interest segmentation to prioritize dynamic subjects, such as people or vehicles, over static backgrounds, yielding storage savings of 30% to 50%. Meanwhile, the AcuSeek tool enables operators to query video archives using natural language, replacing manual timeline scrubbing with descriptive searches.



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