# Automatic Defect Detection in Sewer Pipe Closed- Circuit Television Images via Improved You Only Look Once Version 5 Object Detection Network

> Research article (IEEE Access, 2024) · cited 15× · AI/ML

**Wikidata**: [openalex:W4400228643](https://www.wikidata.org/wiki/openalex:W4400228643)  
**Source**: https://4ort.xyz/entity/automatic-defect-detection-in-sewer-pipe-closed-circuit-television-images-via-improved-you-only-look-once-version-5-obje