US 11,817,004 B2
Machine-implemented facial health and beauty assistant
Celia Ludwinski, Clark, NJ (US); Florent Valceschini, Clark, NJ (US); Yuanjie Li, San Francisco, CA (US); Zhiyuan Song, San Francisco, CA (US); Christine El-Fakhri, New York, NY (US); and Hemant Joshi, San Francisco, CA (US)
Assigned to L'OREAL, Paris (FR)
Filed by L'OREAL, Paris (FR)
Filed on Mar. 25, 2021, as Appl. No. 17/212,068.
Application 17/212,068 is a continuation of application No. 16/241,425, filed on Jan. 7, 2019, granted, now 10,990,858.
Claims priority of provisional application 62/614,080, filed on Jan. 5, 2018.
Prior Publication US 2021/0209427 A1, Jul. 8, 2021
This patent is subject to a terminal disclaimer.
Int. Cl. G06K 9/66 (2006.01); G09B 19/00 (2006.01); G06V 40/16 (2022.01); G06F 18/40 (2023.01); G06F 18/2413 (2023.01); G06V 10/764 (2022.01)
CPC G09B 19/0076 (2013.01) [G06F 18/2413 (2023.01); G06F 18/41 (2023.01); G06V 10/764 (2022.01); G06V 40/166 (2022.01); G06V 40/168 (2022.01); G06V 40/172 (2022.01); G09B 19/00 (2013.01)] 9 Claims
OG exemplary drawing
 
1. An apparatus comprising:
a processing circuit to accept at least one image depicting facial skin of a user;
a communication circuit to convey the accepted image to machine learning models and to receive a regimen recommendation from the machine learning models; and
a user interface circuit to present the regimen recommendation to the user,
wherein the user interface circuit is further configured to present images of human faces to the user;
the processing circuit being further configured to accept input from the user that classifies facial skin characteristics from the images provided thereto through the user interface circuit; and
the communication interface circuit being further configured to convey the user input to the machine learning models as training data,
wherein the input from the user that classifies facial skin characteristics from the images provided is a number within a number scale range that represents a magnitude of the facial skin characteristics to be classified.