The city government implemented image recognition systems for roadside parking spaces on LingDong Road in Nantun District, enabling smart parking management.

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In December 2023, Billing Marmot™ embedded license plate recognition devices were installed and tested in both the rectangle curb side device and natural drainage device configurations.