This article examines the degree of creative independence of artificial intelligence systems in the process of creating fashion collections based on a practical analysis of their application in design. It is established that neural networks are effectively used to generate visual concepts, analyze trends, and expand the variability of design solutions; however, their capabilities are limited by a lack of understanding of the design and technological aspects of clothing. It is concluded that using AI as an auxiliary tool is feasible while maintaining the designer's leading role in collection development.
artificial intelligence
neural networks
fashion design
collection design
creative independence
generative technologies
fashion industry