Modern surveillance networks and automated sensors generate unprecedented volumes of video data, pushing traditional infrastructures past their limits and complicating real-time analytics. To redefine the video management and analytics landscape, advanced platforms integrate robust artificial intelligence to streamline monitoring, threat detection, and investigative workflows. Critical to this evolution, Intel software and optimization tools empower developers to accelerate deep learning inference and maximize hardware efficiency across edge and cloud environments. By harnessing powerful Intel software ecosystems, organizations achieve high-performance video processing, reduced latency, and lower total cost of ownership, transforming raw visual data into actionable operational intelligence

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