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

​

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.