Multi-modal VLM pipeline classifies rail crossings as high/low risk (macro F1 0.757) and estimates FRA safety scores (RMSE 0.078, correlation 0.492) from images plus reports.
Train Horns and Quiet Zones
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Multi-modal Rail Crossing Safety Analysis
Multi-modal VLM pipeline classifies rail crossings as high/low risk (macro F1 0.757) and estimates FRA safety scores (RMSE 0.078, correlation 0.492) from images plus reports.