# Deep learning-based sewer defect classification for highly imbalanced dataset

> Research article (Computers & Industrial Engineering, 2021) · cited 57× · AI/ML

**Wikidata**: [openalex:W3194176680](https://www.wikidata.org/wiki/openalex:W3194176680)  
**Source**: https://4ort.xyz/entity/deep-learning-based-sewer-defect-classification-for-highly-imbalanced-dataset