Garbage trucks in Dallas have started using AI to record violations

In Dallas, garbage trucks have been equipped with a computer vision system that automatically evaluates the condition of private homes and adjacent territories. The technology scans objects while the vehicle is moving, identifying potential violations of city maintenance regulations.

The system assigns a so-called "blight score" to each object. The algorithms are trained to recognize parameters such as grass height, presence of debris on the site, or improper condition of facades. The collected data is transmitted to municipal services for further verification and possible issuance of fines to property owners.

The developers of the solution claim that the software automatically blurs people's faces and car license plates in the photos to maintain privacy. Nevertheless, the public expresses concern that the algorithms more often record violations in low-income areas, which creates a risk of biased law enforcement.

According to the technical regulations, each automatic notification must undergo mandatory verification by a city administration employee before sending an official prescription. This eliminates the fully autonomous issuance of fines without human involvement, but significantly accelerates the process of monitoring city territories.

The introduction of such systems marks the transition to automated control over compliance with municipal codes. The use of AI cameras on public transport allows municipalities to conduct inspections in real-time, covering thousands of objects daily without the need to attract additional inspectors.