# An effective data enhancement method of deep learning for small weld data defect identification

> Research article (Measurement, 2022) · cited 35× · AI/ML

**Wikidata**: [openalex:W4311171054](https://www.wikidata.org/wiki/openalex:W4311171054)  
**Source**: https://4ort.xyz/entity/an-effective-data-enhancement-method-of-deep-learning-for-small-weld-data-defect-identification