Year: 2025
Type: article
Abstract: The article explores the application of neural networks in the graphic design industry, starting from the history of technology development and ending with modern models such as generative adversarial networks (GAN), diffusion models, and transformers. The capabilities of neural networks in automating routine tasks, personalizing design, and creating 3D content are described. Examples of technologies used in professional practice are considered, as well as the problems and limitations of the neural network approach, including ethical issues of authorship and legal protection of content. The conclusion emphasizes the need for further study of methodological aspects of interaction between humans and artificial intelligence in creative activities.
Author: Межведилов, В.В.
Language: Russian
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W7222858017