公开(公告)号：US20240112217A1

公开(公告)日：2024-04-04

申请号：US17937342

申请日：2022-09-30

Applicant: Shutterstock, Inc.

Inventor： Emily Teoh ,  Diarmaid Finnerty ,  Lauren Sarah Burnham-King ,  Veronica Darling ,  Alessandra Sala

IPC: G06Q30/02 ,  G06F3/0482 ,  G06V20/30

CPC classification number: G06Q30/0242 ,  G06F3/0482 ,  G06V20/30 ,  G06V2201/10

Abstract: Methods and systems for predicting performance of creative content are disclosed. Exemplary implementations may: receive a collection of images; provide a context to a user; serially cause display of pairs of images on a computer interface; receive user responses indicating which image of each pair is preferred given the context; determine a resonance value for each image based on a number of times the user responses indicate each image is preferred when displayed in a pair of images; determine a confidence score for each image; generate one or more models for predicting image performance based on one or more of the resonance value and the confidence score for each image; receive a plurality of candidate images; determine, using at least one model, a first metric set for each candidate; and cause display of a listing of the candidate images, the listing including the first metric set for each candidate image.