DATA AUGMENTATION METHOD USING GENERATIVE ADVERSARIAL NETWORKS
DATA AUGMENTATION METHOD USING GENERATIVE ADVERSARIAL NETWORKS
Oleksandr Chaikovskyi,A. Volokyta,Artemi Kyrianov,H. Loutskii
2021 · DOI: 10.25140/2411-5363-2021-2(24)-83-91
2 Citations
TLDR
A data augmentation method based on generative adversarial networks to improve the accuracy of image classification by convolutional neural networks and compared with classical image augmentation methods was performed.
Abstract
The article discusses a data augmentation method based on generative adversarial networks to improve the accuracy of image classification by convolutional neural networks. A comparative analysis of the proposed method with classical image augmentation methods was performed.