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.
Суть розробки, основні результати:
Chaikovskyi, O. Data augmentation method using generative adversarial networks / О. Chaikovskyi, A. Volokyta, A. Kyrianov, H. Loutskii // Технічні науки та технології. – 2021. – № 2(24). – С. 83-91.