The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 07, 2025

Filed:

Nov. 30, 2021
Applicant:

L'oreal, Paris, FR;

Inventors:

Christine Elfakhri, Brooklyn, NY (US);

Florent Valceschini, Jersey City, NJ (US);

Loic Tran, Vincennes, FR;

Matthieu Perrot, Orsay, FR;

Robin Kips, Paris, FR;

Emmanuel Malherbe, Paris, FR;

Assignee:

L'Oreal, Paris, FR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 40/16 (2022.01); A45D 44/00 (2006.01); A61B 5/00 (2006.01); B44D 3/00 (2006.01); G01J 3/46 (2006.01); G06N 20/00 (2019.01); G06V 10/56 (2022.01);
U.S. Cl.
CPC ...
G06V 40/161 (2022.01); A45D 44/005 (2013.01); A61B 5/441 (2013.01); B44D 3/003 (2013.01); G01J 3/46 (2013.01); G06N 20/00 (2019.01); G06V 10/56 (2022.01); A45D 2044/007 (2013.01); A61B 5/0077 (2013.01);
Abstract

In some embodiments of the present disclosure, one or more machine learning models are trained to accurately estimate skin color in one or more images regardless of the lighting conditions. In some embodiments, the models can then be used to estimate a skin color in a new image, and that estimated skin color can be used for a variety of purposes. For example, the skin color may be used to generate a recommendation for a foundation shade that accurately matches the skin color, or a recommendation for another cosmetic product that is complimentary with the estimated skin color. Thus, the need for an in-person test of the product is eliminated.


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