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USING ARTIFICIAL INTELLIGENCE IN THE CREATION OF ORNAMENTS AND DECORATIVE COMPOSITIONS
Автор(ы)
Ainur Taldybayeva
Дата публикации
20 декабря 2025 г.
Тип
journal article
Издатель
T.K. Zhurgenov Kazakh National Academy of Arts
Том
10
Выпуск
4
Первая страница
217
Последняя страница
231
ISSN
2414-4177
Аннотация
The rapid development of digital technologies opens new horizons for the design of ornament and decorative compositions. Today, artificial intelligence (AI) is not only a tool for automation but also a full-fledged creative partner for artists, designers, and architects. Its capabilities enable it to model unique forms, transform traditional ornamental elements, and adapt them to contemporary trends in visual culture. This study examines the use of machine learning algorithms and generative neural networks (Generative Adversarial Networks, Diffusion models, etc.) in developing new decorative solutions based on both classical motifs and innovative artistic concepts. The aim of the article is to identify the potential of AI in ornamental and decorative art, demonstrate its capabilities for creating original compositions, and define the prospects for integrating AI into the professional practice of artists and designers. Research objectives: To analyze existing methods of AI application in generative design. To consider examples of neural networks applied in creating ornaments based on ethnic, natural, and abstract motifs. To reveal the advantages and limitations of AI compared to traditional methods of decorative art. To determine the prospects for synthesizing cultural heritage and modern technologies in ornamental creativity. Scientific novelty lies in a comprehensive analysis of AI’s role in the artistic process: from idea generation and motif stylization to the creation of holistic decorative compositions. Unlike the traditional understanding of ornament as a fixed set of forms, AI enables the development of dynamic, adaptive ornaments that can interact with architectural space or user preferences. Moreover, neural networks enable the recreation, reinterpretation, and integration of lost cultural patterns into modern design solutions. Thus, the use of AI in creating ornaments and decorative compositions contributes not only to the development of new artistic practices but also to the preservation of cultural heritage, expanding the boundaries of interaction between tradition and innovation. The scientific significance of this study lies in its comprehensive analysis of the role of artificial intelligence in the artistic process, from idea generation and motif stylization to the creation of entire decorative compositions. Unlike the traditional understanding of ornament as a set of fixed forms, artificial intelligence enables the creation of dynamic, fluid, and adaptive ornaments that can interact with the context of an architectural space or the user's wishes. The practical significance of the study lies in the direct application of its findings in professional practice, industry, education, and production. The obtained results demonstrate the possibility of recreating lost cultural patterns of ornament and decorative compositions using artificial intelligence, interpreting them in various ways, and integrating them into contemporary design solutions. Thus, the use of artificial intelligence in the creation of ornament and decorative compositions contributes not only to the development of new artistic practices but also to the preservation of cultural heritage, expanding the boundaries of interaction between tradition and innovation.
Области науки (FoS)
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W7167269805.pdf
Описание
Полный текст в открытом доступе, лицензия cc-by-nc-nd; источник: https://cajas.kz/journal/article/download/1114/641
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286,1 KB
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