Development of image style transfer algorithm using pre-trained neural network

Abstract

Development of image style transfer algorithm using pre-trained neural network

Majorova E.S., Zaripova R.S.

Incoming article date: 23.12.2023

This paper presents the process of developing an algorithm that is able to extract style and content from two different images and create a new image, preserving the content structure of one image and simultaneously applying the stylistic characteristics of the other image. This algorithm is able to adapt the style of one image to the content of the other image, creating unique artworks.

Keywords: neural networks, style transfer, image, machine learning, algorithm, dataset, software