# Deep Learning-Based Automatic Defect Detection Method for Sewer Pipelines

> Research article (Sustainability, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4379796042](https://www.wikidata.org/wiki/openalex:W4379796042)  
**Source**: https://4ort.xyz/entity/deep-learning-based-automatic-defect-detection-method-for-sewer-pipelines