CNN model outperforms standard machine learning in predicting pavement condition values from multiple distress indicators and road work history.
Detection of pavement maintenance treatments using deep-learning network.Transportation Research Record, 2675(9):1434–1443, 2021
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Deep learning-based pavement performance modeling using multiple distress indicators and road work history
CNN model outperforms standard machine learning in predicting pavement condition values from multiple distress indicators and road work history.