Automated bridge crack detection method based on lightweight vision models

Automated bridge crack detection method based on lightweight vision models

Abstract Deep learning-based bridge crack detection methods have advantages over traditional methods. We proposed an automated bridge crack detection method using lightweight vision models. First, our study applied the You Only Look Once 4th version (YOLO v4) (Bochkovskiy et al. in Yolov4: Optimal s...

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Bibliographic Details
Main Authors: Jian Zhang, Songrong Qian, Can Tan
Format: Article
Language:English
Published: Springer 2022-09-01
Series:Complex & Intelligent Systems
Subjects:
Bridge surface
Crack detection
Lightweight convolutional networks
YOLO v4
Online Access:https://doi.org/10.1007/s40747-022-00876-6

Internet

https://doi.org/10.1007/s40747-022-00876-6

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