Multiple distresses detection for asphalt pavement using improved You Only Look Once algorithm based on convolutional neural network

• المؤلفون الرئيسيون: Dan, Han-Cheng, Yan, Peng, Tan, Jiawei, Zhou, Yinchao, Lu, Bingjie
• مؤلفون آخرون: School of Civil and Environmental Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2024
• الموضوعات: Engineering; Pavement distress detection; Image recognition
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/178281

Leveraging the YOLOv7 object detection framework, this study introduces YOLOv7-CSP, a refined algorithm tailored for identifying asphalt pavement distress with enhanced precision. Utilizing advanced image processing for dataset preprocessing, including data augmentation and denoising, YOLOv7-CSP int...