Illegal Vehicle Parking Recognition: Identify and quickly remove illegal vehicles from no-parking zones and fire lanes.

Greening Abnormality Recognition: Recognize plant diseases, pests, and overgrown weeds to enable prompt management.

Water Surface Floating Object Detection: Recognize floating trash in water regions and alert cleaning personnel for clearing. Public Facility Damage Recognition: Recognize damage to public facilities, such as chairs, equipment, etc., to protect visitors. Visitors’ Uncivilized Behavior Recognition: Recognize actions like littering, give warnings, and alert staff to persuade them. Animal Intrusion Recognition: Recognize stray cats, dogs and other animals to prevent upsetting or hurting visitors.

Perimeter Intrusion Monitoring: Keep an eye on the perimeter, spot unauthorized entry, and sound an alarm.

Fire and Smoke Detection: Detect open flames and smoke in real time, which helps prevent and extinguish fires.

Abnormal Behavior Recognition: Spot actions like fighting and call for security guards to step in.

Road Damage Detection: Identify problems with roads and manhole covers so that repairs may be made.

Street Light Fault Detection: Identify faults with street lights, such as flickering or non-illumination, and alert maintenance staff for examination and repair.

Garbage Can Overflow Detection: Find and identify overflows due to shoddy garbage disposals or neglected garbage cans, and remind cleaning personnel to deal with them right away.

Automatically identify vehicle violations (like running a red light, back running, or occupying emergency lanes), pedestrian violations (like jaywalking, or climbing over guardrails), and non-motor vehicle violations (like running a red light), and create a chain of evidence of violations (including time, location, and behavior screenshots) at intersections and road sections to help traffic control departments enforce the law.

Identify issues like roadside stall business (e.g., mobile vendors, off-site display), random graffiti and posting (e.g., small advertisements), random garbage dumping, construction dust, etc., and report them to the urban management department immediately to ensure “disposal as soon as it is discovered”; keep an eye on the condition of sanitation facilities (e.g., overflowing garbage cans, damaged fruit peel bins), and work with cleaning personnel to address them promptly.

Detect equipment deterioration (such as non-illuminated street lamps, missing manhole covers, or broken garbage cans) by using algorithms for urban utilities like street lights, manhole covers, and guardrails and then send a list of maintenance to municipal departments to reduce the fault handling cycle. The algorithm makes use of fixed-point cameras’ “fixed angle + wide coverage” benefits to provide a round-the-clock, all-hour perception of the city’s operational status.