Automatic Detection Method of Sewer Pipe Defects Using Deep Learning Techniques

Regular inspection of sewer pipes can detect serious defects in time, which is significant to ensure the healthy operation of sewer systems and urban safety. Currently, the widely used closed-circuit television (CCTV) inspection system relies mainly on manual assessment, which is labor intensive and...

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Hlavní autoři:	Jiawei Zhang, Xiang Liu, Xing Zhang, Zhenghao Xi, Shuohong Wang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-04-01
Edice:	Applied Sciences
Témata:	sewer inspection CCTV spatial pyramid pooling DIoU YOLOv4
On-line přístup:	https://www.mdpi.com/2076-3417/13/7/4589
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