AI in Fashion: A literature review – Published at the Journal of Electronic Commerce Research, Springer Nature.

AI in Fashion: A literature review – Published at the Journal of Electronic Commerce Research, Springer Nature.

Abstract

Artificial Intelligence (AI) has a growing influence in the fashion industry. In this review study, the focal points of research in AI in the context of fashion are showcased. This is achieved by quantifying the amount of research conducted in this area. Various insights, that could be useful for future studies are also provided. For each included study, the particular objective, that AI is tasked to achieve, is identified, as well as the methods and evaluation metrics that have been utilized in order to do so. A potential question which is also answered through this study, is which fashion items are targeted by researchers. Lastly, information about the utilized datasets is provided.

Authors: Elias Kouslis, Evridiki Papachristou, Thanos G. Stavropoulos, Anastasios Papazoglou Chalikias, Elisavet Chatzilari, Spiros Nikolopoulos & Ioannis Kompatsiaris

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Related work: eTryOn H2020 Project


AI

Deep Learning

Fashion

Journal

Paper

Review

Springer

Vision