US 12,141,924 B1
Cohort based body change journeys
Antonio Criminisi, Cambridge (GB); Brandon Michael Smith, Fremont, CA (US); Ridge Carpenter, Seattle, WA (US); Durga Venkata Kiran Yakkala, Eluru (IN); and Noam Sorek, Zichron Yaccov (IL)
Assigned to Amazon Technologies, Inc., Seattle, WA (US)
Filed by Amazon Technologies, Inc., Seattle, WA (US)
Filed on Sep. 26, 2022, as Appl. No. 17/935,453.
Int. Cl. G06T 19/00 (2011.01); A61B 5/00 (2006.01); G06T 7/60 (2017.01); G06T 17/00 (2006.01); G16H 50/50 (2018.01)
CPC G06T 19/00 (2013.01) [A61B 5/4872 (2013.01); G06T 7/60 (2013.01); G06T 17/00 (2013.01); G16H 50/50 (2018.01); G06T 2200/24 (2013.01); G06T 2207/30196 (2013.01); G06T 2219/012 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method, comprising:
receiving, at a remote computing resource and from an application executing on a device, at least one two-dimensional (“2D”) body image of a user that includes a representation of at least a portion of a body of the user;
processing, at the remote computing resource, the at least one 2D body image to determine a current body composition of the body of the user, the current body composition indicating at least a current body fat measurement value of the body;
determining a goal body composition for the body, the goal body composition indicating a least a goal body fat measurement value for the body;
determining, at the remote computing resource and based at least in part on the current body composition, a cohort that includes a plurality of data indicative of other bodies who progressed from a starting body composition that is similar to the current body composition to a final body composition that is similar to the goal body composition;
determining, at the remote computing resource and based at least in part on the plurality of data, a trend line between the current body composition and the goal body composition, the trend line indicating a trend in a rate of change of body fat measurement values among the plurality of data between the current body composition and the goal body composition;
determining, at the remote computing resource and based at least in part on the cohort and the trend line, a body change journey duration indicating a duration of time for the body of the user to progress from the current body composition to the goal body composition along the trend line;
sending to the application executing on the device, information indicative of the body change journey duration and the trend line; and
presenting, on a display of the device, at least the body change journey duration and the trend line to the user as illustrative of a body change journey.