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Implementation of an algorithm for transferring image styles using Keras and TensorFlow

Abstract

Implementation of an algorithm for transferring image styles using Keras and TensorFlow

Miroshnichenko A.N., Shiyan V.I.

Incoming article date: 16.10.2022

This article discusses a solution to the problem of transferring image styles using a convolutional neural network. First, the general mathematical concept of the image style transfer algorithm is considered, and then the implementation of this algorithm using Keras and TensorFlow libraries for the Python programming language, as well as the convolutional neural network VGG19, which is part of these libraries.

Keywords: machine creativity, image style transfer, convolutional neural network, Keras library, TensorFlow library, Python programming language, VGG19 network