US 11,748,421 B2
Machine implemented virtual health and beauty system
Celia Ludwinski, Clark, NJ (US); Guive Balooch, Clark, NJ (US); Rafal Pielak, San Francisco, CA (US); and Adam Jones, San Francisco, CA (US)
Assigned to L'OREAL, Paris (FR)
Filed by L'OREAL, Paris (FR)
Filed on Jan. 7, 2019, as Appl. No. 16/241,417.
Claims priority of provisional application 62/614,095, filed on Jan. 5, 2018.
Prior Publication US 2019/0213227 A1, Jul. 11, 2019
Int. Cl. G06F 16/9535 (2019.01); A45D 44/00 (2006.01); A61B 5/00 (2006.01); G06N 20/00 (2019.01); G06F 3/0482 (2013.01); G06Q 30/02 (2023.01); G06N 5/04 (2023.01); G06Q 30/0601 (2023.01)
CPC G06F 16/9535 (2019.01) [A45D 44/005 (2013.01); A61B 5/0077 (2013.01); G06N 20/00 (2019.01); A45D 2044/007 (2013.01); G06F 3/0482 (2013.01); G06N 5/04 (2013.01); G06Q 30/02 (2013.01); G06Q 30/0631 (2013.01)] 6 Claims
OG exemplary drawing
 
1. An apparatus comprising:
circuitry configured to accept data indicative of at least one health or beauty state of a user from multiple types of diagnostic devices, including a hairbrush equipped with sensors and a detector that measures sleep patterns; and
a microphone configured to receive a vocal query from the user regarding the least one health or beauty state of a user;
wherein the circuitry is further configured to
collect the accepted data from at least one of the multiple types of diagnostic devices based on associating a type of data sensed or measured from the at least one of the multiple types of diagnostic devices and a health or beauty issue included in words extracted from the vocal query from the user;
convey the collected accepted data to machine learning models and to receive a regimen recommendation from the machine learning models; and
a user interface circuit to audibly present the regimen recommendation to the user via a speaker,
wherein when the vocal query from the user regards an appearance of the user's eyes the circuitry is configured to associate the vocal query from the user with the detector that measures sleep patterns, and
(i) when the accepted data from the detector that measures sleep patterns indicates that the user is getting an amount of sleep that is predetermined as insufficient, the regimen recommendation includes a recommendation of obtaining more sleep for treating the appearance of the user's eyes,
(ii) when the accepted data from the detector that measures sleep patterns indicates that the user is getting a sufficient amount of sleep, the regimen recommendation includes a recommendation of applying a particular cosmetic product for treating the appearance of the user's eyes.