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RIS1D–CNN with SMOTE for Acoustic Detection and Classification of Structural Defects in Municipal Sewage Pipelines: Addressing Imbalanced Data Set and High Sewage Level Challenges
Publisher: American Society of Civil Engineers
Abstract: AbstractThe rapid growth of urbanization has led to an increase in the size of sewage pipelines.
However, due to factors such as environmental conditions, misuse, and age, many pipelines
are defective to varying degrees ...