# A Full Stage Data Augmentation Method in Deep Convolutional Neural Network for Natural Image Classification

> Research article (Discrete Dynamics in Nature and Society, 2020) · cited 167× · AI/ML

**Wikidata**: [openalex:W2999209878](https://www.wikidata.org/wiki/openalex:W2999209878)  
**Source**: https://4ort.xyz/entity/a-full-stage-data-augmentation-method-in-deep-convolutional-neural-network-for-natural-image-classification