# Weld Defect Detection From Imbalanced Radiographic Images Based on Contrast Enhancement Conditional Generative Adversarial Network and Transfer Learning

> Research article (IEEE Sensors Journal, 2021) · cited 122× · AI/ML

**Wikidata**: [openalex:W3131900481](https://www.wikidata.org/wiki/openalex:W3131900481)  
**Source**: https://4ort.xyz/entity/weld-defect-detection-from-imbalanced-radiographic-images-based-on-contrast-enhancement-conditional-generative-adversari