DATA AUGMENTATION METHOD USING GENERATIVE ADVERSARIAL NETWORKS

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.