Pothole detection and dimension estimation by deep learning

Maintenance of roads is a crucial part after the construction of roads in order to improve its design life. Without proper maintenance, deterioration occurs more rapidly out of which potholes are the most common type of road distress that can pose a significant hazard to passengers and vehicles. In...

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Veröffentlicht in:	IOP conference series. Earth and environmental science 2024-06, Vol.1326 (1), p.12100
Hauptverfasser:	Ch, Surya Sasank, Tallam, Teja
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Automation Convolutional Neural Network Datasets Deep Learning Dimension Estimation Image processing Information processing Machine learning Neural networks Nondestructive testing Object recognition Pothole Detection Road construction Road maintenance Roads Roads & highways Spatial discrimination Spatial resolution Spatial Resolution Factor Traffic accidents & safety Traffic safety YOLO v8
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