公开(公告)号：US11817004B2

公开(公告)日：2023-11-14

申请号：US17212068

申请日：2021-03-25

Applicant: L'OREAL

Inventor： Celia Ludwinski ,  Florent Valceschini ,  Yuanjie Li ,  Zhiyuan Song ,  Christine El-Fakhri ,  Hemant Joshi

IPC: G06K9/66 ,  G09B19/00 ,  G06V40/16 ,  G06F18/40 ,  G06F18/2413 ,  G06V10/764

CPC classification number: G09B19/0076 ,  G06F18/2413 ,  G06F18/41 ,  G06V10/764 ,  G06V40/166 ,  G06V40/168 ,  G06V40/172 ,  G09B19/00

Abstract: An image is accepted by one or more processing circuits from a user depicting the user's facial skin. Machine learning models stored in one or more memory circuits are applied to the image to classify facial skin characteristics. A regimen recommendation is provided to the user based on the classified facial skin characteristics.

公开(公告)号：US10990858B2

公开(公告)日：2021-04-27

申请号：US16241425

申请日：2019-01-07

Applicant: L'OREAL

Inventor： Celia Ludwinski ,  Florent Valceschini ,  Yuanjie Li ,  Zhiyuan Song ,  Christine El-Fakhri ,  Hemant Joshi

IPC: G06K9/66 ,  G06K9/00 ,  G09B19/00 ,  G06K9/62

Abstract: An image is accepted by one or more processing circuits from a user depicting the user's facial skin. Machine learning models stored in one or more memory circuits are applied to the image to classify facial skin characteristics. A regimen recommendation is provided to the user based on the classified facial skin characteristics.

公开(公告)号：US11748421B2

公开(公告)日：2023-09-05

申请号：US16241417

申请日：2019-01-07

Applicant: L'OREAL

Inventor： Celia Ludwinski ,  Guive Balooch ,  Rafal Pielak ,  Adam Jones

IPC: G06F16/9535 ,  A45D44/00 ,  A61B5/00 ,  G06N20/00 ,  G06F3/0482 ,  G06Q30/02 ,  G06N5/04 ,  G06Q30/0601

CPC classification number: G06F16/9535 ,  A45D44/005 ,  A61B5/0077 ,  G06N20/00 ,  A45D2044/007 ,  G06F3/0482 ,  G06N5/04 ,  G06Q30/02 ,  G06Q30/0631

Abstract: An apparatus is provided that includes comprising: a processing circuit to accept data indicative at least one health of beauty state of a user; a communication circuit to convey the accepted data 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.

公开(公告)号：US10943156B2

公开(公告)日：2021-03-09

申请号：US16241379

申请日：2019-01-07

Applicant: L'OREAL

Inventor： Celia Ludwinski ,  Florent Valceschini ,  Yuanjie Li ,  Zhiyuan Song ,  Christine El-Fakhri ,  Hemant Joshi

IPC: G06K9/00 ,  G06K9/66 ,  G06T7/00

Abstract: An image is accepted by one or more processing circuits from a user depicting the user's facial skin. Machine learning models stored in one or more memory circuits are applied to the image to classify facial skin characteristics. A regimen recommendation is provided to the user based on the classified facial skin characteristics.