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Effective urban traffic management remains a cornerstone of smart city development. With the rise of autonomous vehicles and connected transportation systems, dynamic surveillance solutions are critical to ensuring smooth traffic flow, minimizing accidents, and optimizing efficiency. However, traditional static camera setups often fail to adapt to rapid changes in traffic conditions, resulting in inefficient monitoring and resource use.

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