Stitch Fix, Inc.
USING ARTIFICIAL INTELLIGENCE TO DETERMINE A VALUE FOR A VARIABLE SIZE COMPONENT

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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.

Status:
Application
Type:

Utility

Filling date:

19 Mar 2021

Issue date:

8 Jul 2021