公开(公告)号：US12136118B2

公开(公告)日：2024-11-05

申请号：US18186528

申请日：2023-03-20

Applicant: Adobe Inc.

Inventor： Kumar Ayush ,  Ayush Chopra ,  Patel U. Govind ,  Balaji Krishnamurthy ,  Anirudh Singhal

IPC: G06Q30/00 ,  G06F18/21 ,  G06F18/214 ,  G06N3/045 ,  G06N3/088 ,  G06Q30/0601 ,  G06V10/44 ,  G06V10/764 ,  G06V10/82 ,  G06V20/00

Abstract: Systems, methods, and computer storage media are disclosed for predicting visual compatibility between a bundle of catalog items (e.g., a partial outfit) and a candidate catalog item to add to the bundle. Visual compatibility prediction may be jointly conditioned on item type, context, and style by determining a first compatibility score jointly conditioned on type (e.g., category) and context, determining a second compatibility score conditioned on outfit style, and combining the first and second compatibility scores into a unified visual compatibility score. A unified visual compatibility score may be determined for each of a plurality of candidate items, and the candidate item with the highest unified visual compatibility score may be selected to add to the bundle (e.g., fill the in blank for the partial outfit).

公开(公告)号：US20230316379A1

公开(公告)日：2023-10-05

申请号：US18186528

申请日：2023-03-20

Applicant: Adobe Inc.

Inventor： Kumar AYUSH ,  Ayush Chopra ,  Patel U. Govind ,  Balaji Krishnamurthy ,  Anirudh Singhal

IPC: G06Q30/0601 ,  G06N3/088 ,  G06F18/214 ,  G06F18/21 ,  G06N3/045 ,  G06V10/764 ,  G06V10/82 ,  G06V10/44 ,  G06V20/00

CPC classification number: G06Q30/0631 ,  G06F18/214 ,  G06F18/2193 ,  G06N3/045 ,  G06N3/088 ,  G06V10/454 ,  G06V10/764 ,  G06V10/82 ,  G06V20/00

Abstract: Systems, methods, and computer storage media are disclosed for predicting visual compatibility between a bundle of catalog items (e.g., a partial outfit) and a candidate catalog item to add to the bundle. Visual compatibility prediction may be jointly conditioned on item type, context, and style by determining a first compatibility score jointly conditioned on type (e.g., category) and context, determining a second compatibility score conditioned on outfit style, and combining the first and second compatibility scores into a unified visual compatibility score. A unified visual compatibility score may be determined for each of a plurality of candidate items, and the candidate item with the highest unified visual compatibility score may be selected to add to the bundle (e.g., fill the in blank for the partial outfit).

公开(公告)号：US11640634B2

公开(公告)日：2023-05-02

申请号：US16865572

申请日：2020-05-04

Applicant: ADOBE INC.

Inventor： Kumar Ayush ,  Ayush Chopra ,  Patel Utkarsh Govind ,  Balaji Krishnamurthy ,  Anirudh Singhal

IPC: G06N3/00 ,  G06N3/088 ,  G06N3/04 ,  G06K9/62 ,  G06Q30/0601

Abstract: Systems, methods, and computer storage media are disclosed for predicting visual compatibility between a bundle of catalog items (e.g., a partial outfit) and a candidate catalog item to add to the bundle. Visual compatibility prediction may be jointly conditioned on item type, context, and style by determining a first compatibility score jointly conditioned on type (e.g., category) and context, determining a second compatibility score conditioned on outfit style, and combining the first and second compatibility scores into a unified visual compatibility score. A unified visual compatibility score may be determined for each of a plurality of candidate items, and the candidate item with the highest unified visual compatibility score may be selected to add to the bundle (e.g., fill the in blank for the partial outfit).