US 11,776,246 B2
Method and system for identifying biometric characteristics using machine learning techniques
Dingchao Zhang, Normal, IL (US); Michael Bernico, Bloomington, IL (US); Peter Laube, Bloomington, IL (US); Utku Pamuksuz, Champaign, IL (US); Jeffrey S. Myers, Normal, IL (US); Marigona Bokshi-Drotar, McKinney, TX (US); and Edward W. Breitweiser, Boomington, IL (US)
Assigned to State Farm Mutual Automobile Insurance Company, Bloomington, IL (US)
Filed by State Farm Mutual Automobile Insurance Company, Bloomington, IL (US)
Filed on Nov. 8, 2022, as Appl. No. 17/983,273.
Application 17/087,446 is a division of application No. 16/667,322, filed on Oct. 29, 2019, granted, now 10,824,852.
Application 17/983,273 is a continuation of application No. 17/087,446, filed on Nov. 2, 2020, granted, now 11,521,412.
Application 16/667,322 is a continuation of application No. 15/837,522, filed on Dec. 11, 2017, granted, now 10,503,970, issued on Dec. 10, 2019.
Prior Publication US 2023/0060732 A1, Mar. 2, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G06V 10/82 (2022.01); A61B 5/00 (2006.01); G06V 40/10 (2022.01); G06V 20/40 (2022.01); G06F 18/214 (2023.01); G06V 40/16 (2022.01)
CPC G06V 10/82 (2022.01) [A61B 5/6891 (2013.01); G06F 18/214 (2023.01); G06V 20/40 (2022.01); G06V 40/10 (2022.01); G06V 40/171 (2022.01); G06V 40/172 (2022.01); G06V 40/15 (2022.01); G06V 40/178 (2022.01)] 20 Claims
OG exemplary drawing
 
1. A method comprising:
receiving, by a processor and from a computing device, a request for an insurance quote for a user, the request including sensor data associated with the user, wherein the sensor data includes at least one of audio data, image data, or video data captured of the user;
extracting, by the processor, at least one feature from the sensor data;
inputting, by the processor, the at least one feature to a machine-learned model;
receiving, by the processor, an output from the machine-learned model, the output including one or more biometric characteristics;
determining, by the processor and based on the one or more biometric characteristics, a health indicator of the user;
determining, by the processor and based on the health indicator, the insurance quote for the user; and
transmitting, by the processor and to the computing device, a response to the request including the insurance quote for the user.