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street-view-imagery

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A machine learning framework for road safety risk assessment using street-level imagery. It retrieves road networks from OpenStreetMap, downloads imagery through the Mapillary API, extracts road characteristics using image segmentation models, and predicts segment-level road safety risk scores.

  • Updated Dec 6, 2021
  • Python

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