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Next-Gen Traffic Surveillance: Revolutionizing Smart Cities and Road Safety

"Traffic surveillance has evolved far beyond simple roadside cameras recording grainy footage of highways. Modern traffic surveillance represents a highly sophisticated, interconnected network of Internet of Things (IoT) sensors, artificial intelligence (AI), edge computing, and high-definition optical systems. This infrastructure acts as the nervous system of modern smart cities, converting raw physical movement into actionable, real-time data. By monitoring vehicle flow, identifying bottlenecks, and detecting safety hazards, these advanced systems enable municipal planners and traffic engineers to optimize transit networks, reduce carbon emi..."

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