AI-powered trash truck cameras in Dallas capture 20,000 images, yield low citations

Fifty Dallas garbage trucks have AI-powered cameras. Combined, they have photographed more than 20,000 code concerns in four months, according to a city memo. Those 20,000 photographs have resulted in just 57 citations at 34 properties.

The cameras capture still images of properties from public roadways and scan for code violations relating to debris, sidewalks, lawns, structures and graffiti. Properties in southern Dallas made up the majority of the photographed concerns, with 13,800 images.

City Detect-manufactured cameras capture and flag potential violations. A code compliance analyst then reviews these observations, and city workers decide whether to send a courtesy notice or open a case. Following the decision, a code officer conducts an in-person inspection, after which a citation may be issued…

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