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

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

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...

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Bibliographic Details
Main Authors: Dan, Han-Cheng, Yan, Peng, Tan, Jiawei, Zhou, Yinchao, Lu, Bingjie
Other Authors: School of Civil and Environmental Engineering
Format: Journal Article
Language:English
Published: 2024
Subjects:
Engineering
Pavement distress detection
Image recognition
Online Access:https://hdl.handle.net/10356/178281

Internet

https://hdl.handle.net/10356/178281

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