US 12,314,830 B2
Aspect pre-selection using machine learning
Farah Abdallah, Seattle, WA (US); Robert Enyedi, Santa Clara, CA (US); Amit Srivastava, San Jose, CA (US); Elaine Lee, Fremont, CA (US); Braddock Craig Gaskill, Alhambra, CA (US); Tomer Lancewicki, Jersey City, NJ (US); Xinyu Zhang, San Jose, CA (US); Jayanth Vasudevan, Fremont, CA (US); and Dominique Jean Bouchon, Cupertino, CA (US)
Assigned to eBay Inc., San Jose, CA (US)
Filed by eBay Inc., San Jose, CA (US)
Filed on Nov. 29, 2023, as Appl. No. 18/523,674.
Application 18/523,674 is a continuation of application No. 17/462,465, filed on Aug. 31, 2021, granted, now 11,875,241.
Application 17/462,465 is a continuation of application No. 15/859,239, filed on Dec. 29, 2017, granted, now 11,144,811, issued on Oct. 12, 2021.
Claims priority of provisional application 62/588,868, filed on Nov. 20, 2017.
Prior Publication US 2024/0095490 A1, Mar. 21, 2024
This patent is subject to a terminal disclaimer.
Int. Cl. G06N 3/006 (2023.01); G06F 16/248 (2019.01); G06F 16/50 (2019.01); G06F 16/9032 (2019.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01); G06Q 10/10 (2023.01); G06Q 30/0251 (2023.01); G06Q 30/0601 (2023.01)
CPC G06N 3/006 (2013.01) [G06F 16/248 (2019.01); G06F 16/50 (2019.01); G06F 16/90332 (2019.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01); G06Q 10/10 (2013.01); G06Q 30/0256 (2013.01); G06Q 30/0601 (2013.01); G06Q 30/0625 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method comprising:
receiving an input selecting an object in a digital image of a plurality of digital images;
identifying the object in the digital image by processing the digital image with an object recognition module;
extracting a category of the object based on the identifying;
selecting, based on the category, a model from a plurality of models, wherein respective models of the plurality of models are associated with different categories, and wherein the respective models are trained using machine learning and previous data corresponding to the different categories;
generating data describing at least one aspect associated with the category of the object using the model;
performing a search for digital content that pertains to the object based on the object and the data describing the at least one aspect; and
outputting, in real time, the digital content by superimposing the digital content onto the plurality of digital images.