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The traffic camera market has become increasingly integral to modern traffic management systems, playing a crucial role in enhancing road safety, optimizing traffic flow, and improving law enforcement. Traffic cameras, also known as closed-circuit television (CCTV) cameras, are deployed in various locations such as intersections, highways, toll booths, and urban areas to monitor vehicular and pedestrian traffic, capture traffic violations, and gather data for traffic analysis. One of the primary drivers of the traffic camera market is the growing emphasis on road safety and traffic management by governments and transportation authorities worldwide. Traffic cameras help identify traffic congestion, accidents, and violations such as speeding, red-light running, and illegal lane changes, enabling authorities to respond promptly and implement corrective measures to reduce accidents and improve traffic flow. Moreover, advancements in camera technology have led to the development of high-de