# Data Augmentation Methods Applying Grayscale Images for Convolutional Neural Networks in Machine Vision

> Research article (Applied Sciences, 2021) · cited 31× · AI/ML

**Wikidata**: [openalex:W3186714611](https://www.wikidata.org/wiki/openalex:W3186714611)  
**Source**: https://4ort.xyz/entity/data-augmentation-methods-applying-grayscale-images-for-convolutional-neural-networks-in-machine-vision