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The integration of computer vision and edge computing has unlocked a new realm of possibilities, particularly in sectors where real-time data analysis and low latency are critical. This synergy has revolutionized traditional surveillance systems, industrial automation, and brick-and-mortar retail. Surveillance systems are now more intelligent and proactive, while industrial automation has become more efficient and productive. Retailers are leveraging computer vision and edge computing to gain a deeper understanding of customer behavior and preferences.