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Integrating AI Deep Learning with Surveillance Cameras: A Comprehensive Overview Modern security relies on AI-powered surveillance cameras that go beyond passive recording. By embedding deep-learning models—either on the camera (“edge AI&rdquo?????? ??? -
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Market Overview Global shipments of consumer smart (IP) cameras have been rising steadily. One industry analysis reported about 1.72×10^8 units shipped worldwide in 2024 (roughly 14% annual growth), with China accounting for ~31% of that volume. Ano?????? ??? -
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Johnson’s Criteria for Thermal Imaging Detection and Recognition Historical Background: In the late 1950s, John W. Johnson of the U.S. Army conducted pioneering experiments with night-vision image intensifiers to quantify how much image detail is ne?????? ??? -
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