# Automated defect classification in sewer closed circuit television inspections using deep convolutional neural networks

> Research article (Automation in Construction, 2018) · cited 278× · AI/ML

**Wikidata**: [openalex:W2792741217](https://www.wikidata.org/wiki/openalex:W2792741217)  
**Source**: https://4ort.xyz/entity/automated-defect-classification-in-sewer-closed-circuit-television-inspections-using-deep-convolutional-neural-networks