Portal de Periódicos da CAPES

Artificial Intelligence in Fashion

2022; Springer International Publishing; Linguagem: Inglês

10.1007/978-3-031-05740-3_21

2662-9410

Leong Chan, Liliya Hogaboam, Renzhi Cao,

Textile materials and evaluations

This chapter analyses the history of AI in fashion and current AI applications including computerized analytic systems, AI-serviced checkout systems, business-to-consumer information technology, and big data analytics. Implementations of AI in large companies like American Eagle, Van Heusen, Under Armour, ASOS, and Tommy Hilfiger are described. Multiple customized solutions involving heuristics, mathematical modeling, expert systems, fuzzy logic (FL), neural network (NN), genetic algorithm (GA), multiagent system (MAS), artificial immune system (AIS), evolution strategy (ES), and others are presented. A case study on AI at Stitch Fix explores the use of AI algorithms to discover and recommend customer desired style and sizing needs.