Deep Learning Model for Cosmetic Gel Classification Based on a Short-Time Fourier Transform and Spectrogram
Jae Ho Sim,
Jengsu Yoo,
Myung Lae Lee
et al.
Abstract:Cosmetics and topical medications, such as gels, foams,
creams,
and lotions, are viscoelastic substances that are applied to the skin
or mucous membranes. The human perception of these materials is complex
and involves multiple sensory modalities. Traditional panel-based
sensory evaluations have limitations due to individual differences
in sensory receptors and factors such as age, race, and gender. Therefore,
this study proposes a deep-learning-based method for systematically
analyzing and effectively identif… Show more
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