# Geometric transformation-based data augmentation on defect classification of segmented images of semiconductor materials using a ResNet50 convolutional neural network

> Research article (Expert Systems with Applications, 2022) · cited 81× · AI/ML

**Wikidata**: [openalex:W4281633291](https://www.wikidata.org/wiki/openalex:W4281633291)  
**Source**: https://4ort.xyz/entity/geometric-transformation-based-data-augmentation-on-defect-classification-of-segmented-images-of-semiconductor-materials