Real-Time Pipeline Fault Detection in Water Distribution Networks Using You Only Look Once v8

Real-Time Pipeline Fault Detection in Water Distribution Networks Using You Only Look Once v8

Detecting faulty pipelines in water management systems is crucial for ensuring a reliable supply of clean water. Traditional inspection methods are often time-consuming, costly, and prone to errors. This study introduces an AI-based model utilizing images to detect pipeline defects, focusing on leak...

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Bibliographic Details
Main Authors: Goodnews Michael, Essa Q. Shahra, Shadi Basurra, Wenyan Wu, Waheb A. Jabbar
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Sensors
Subjects:
object detection
YOLOv8
image analysis
CNN
annotation
water management system
Online Access:https://www.mdpi.com/1424-8220/24/21/6982
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