# Surface defect detection of cylindrical lithium-ion battery by multiscale image augmentation and classification

> Research article (International Journal of Modern Physics B, 2021) · cited 12× · AI/ML

**Wikidata**: [openalex:W3161052148](https://www.wikidata.org/wiki/openalex:W3161052148)  
**Source**: https://4ort.xyz/entity/surface-defect-detection-of-cylindrical-lithium-ion-battery-by-multiscale-image-augmentation-and-classification