Utilities, environment and roads

Municipal services

• Overflowing containers and bins, containers outside the collection point.
• Piles of waste, uncleaned areas, proof of waste collection.
• Graffiti, neglected lawns and flower beds, damaged fences.
• Sunken manholes, worn markings.

Winter

• Snow and ice on roofs, benches and playgrounds.
• Icicles.
• Snow on the roadway and in front of entrances.

Environment

• Fire, smoke, dust, ash.
• Dumps, construction waste, tires and structures from drone imagery.
• Emissions from chimneys, burning and dumping of waste.
• Three-level environmental monitoring: fixed cameras → drones → satellite imagery.

Roads

• Potholes, cracks, worn markings, damaged signs and curbs.
• People on the roadway, on bridges, in tunnels.
• Dust, smoke, fire and dumps along roads.

Mobile monitoring

Two tasks: monitoring street maintenance and a digital inventory of objects such as signboards and construction sites. Video is analyzed on board the vehicle; instead of a video stream, the server receives events with a snapshot, time, coordinates and address.

Object analytics

Street vending, advertising structures, air conditioners on facades, dilapidated buildings, flyers. Photos from phones: traffic lights, manholes, paving, curbs, trees, flooding.