Annotation – Electronic Scientific Journal "IT-Standard"

Issue 3 (2021)

OVERVIEW OF CONVOLUTIONAL NEURAL NETWORK ARCHITECTURES FOR THE IMAGE CLASSIFICATION PROBLEM

Vaskan V.D.

Annotation: This article describes the problem of image classification and a brief description of the principle of operation of convolutional neural networks is given. A review of the basic and modern architectures of convolutional neural networks is carried out, and a comparison of their accuracy and resource consumption based on ImageNet images is made.

Keywords: convolutional neural networks, image classification, CNN architecture

For citation: Vaskan V.D. Overview of convolutional neural network architectures for the image classification problem // Electronic Scientific Journal IT-Standard. – 2021. – No. 3. – pp. .