US 11,925,281 B2
Systems and methods for generating clothing recommendations using expert models
Ahmed Farouk Shaaban, South Barrington, IL (US); Venkat Thandra, South Barrington, IL (US); Dino Eliopulos, South Barrington, IL (US); Benjamin Girard, Evanston, IL (US); Cole Seabrook, Wauwatosa, IL (US); Aria Kim, Chicago, IL (US); Manu Varma, Bronx, NY (US); and Yijun Wang, Chicago, IL (US)
Assigned to ACI HOLDINGS LTD., Hoffman Estates, IL (US)
Filed by ACI HOLDINGS LTD., Hoffman Estates, IL (US)
Filed on Jan. 18, 2023, as Appl. No. 18/098,590.
Application 18/098,590 is a continuation of application No. 17/060,446, filed on Oct. 1, 2020, granted, now 11,602,232.
Claims priority of provisional application 62/909,279, filed on Oct. 2, 2019.
Prior Publication US 2023/0148767 A1, May 18, 2023
Int. Cl. A47G 1/02 (2006.01); G06F 16/9535 (2019.01); G06N 5/04 (2023.01)
CPC A47G 1/02 (2013.01) [G06F 16/9535 (2019.01); G06N 5/04 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system for generating one or more clothing recommendation for a user, the system comprising:
a mirror including a first side and a second side, the first side including a reflective surface;
a display device configured to display a clothing recommendation to the user while the user views the first side of the mirror;
a memory configured to store a wardrobe database including clothing data related to a plurality of items of clothing owned by the user; and
a processor programmed to: (i) access a database including a plurality of expert models, the plurality of expert models including algorithms that are weighted based on surveys taken by experts regarding fashion preferences; (ii) select of one of the plurality of expert models based on a preference of the user; (iii) generate the clothing recommendation using the clothing database in combination with the selected expert model, the clothing recommendation including at least one suggested item of clothing of the plurality of items of clothing; and (iv) cause the display device to display the clothing recommendation to the user while the user views the first side of the mirror.