From crash reports to safer roads: a multimodal framework integrating vision-language models and street view analysis.

Crash narratives and diagrams contain rich causal and contextual information that is often underutilized in traditional road safety analysis, which typically relies on aggregated crash counts and tabulated variables. Such approaches have limited abil…

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