# Visual inspection and characterization of external corrosion in pipelines using deep neural network

> Research article (NDT & E International, 2019) · cited 186× · AI/ML

**Wikidata**: [openalex:W2956116148](https://www.wikidata.org/wiki/openalex:W2956116148)  
**Source**: https://4ort.xyz/entity/visual-inspection-and-characterization-of-external-corrosion-in-pipelines-using-deep-neural-network