The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Apr. 20, 2021
Filed:
Oct. 10, 2017
Applicant:
Stitch Fix, Inc., San Francisco, CA (US);
Inventors:
Zhou Yu, Sunnyvale, CA (US);
Ian Andrew Hepworth, San Francisco, CA (US);
Daragh Edgar Sibley, San Francisco, CA (US);
Assignee:
Stitch Fix, Inc., San Francisco, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 7/00 (2006.01); A41H 43/00 (2006.01); G06Q 30/06 (2012.01); A41H 3/00 (2006.01); G06Q 50/04 (2012.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); A41H 43/00 (2013.01); G06N 7/005 (2013.01); A41H 3/007 (2013.01); G06Q 30/0621 (2013.01); G06Q 50/04 (2013.01);
Abstract
A machine learning model for predicting a size fit satisfaction for a variable size component is trained using at least sizing profiles of a plurality of items and feedbacks of subjects regarding sizing of the plurality of items. The machine learning model is used to determine a value for the variable size component that corresponds to an optimal predicted size fit satisfaction. The determined value of the variable size component is provided for use in creating a new item with a sizing variation based on the determined value.