公开(公告)号：US20240037140A1

公开(公告)日：2024-02-01

申请号：US18212891

申请日：2023-06-22

Applicant: Omnious Co., Ltd.

Inventor： Jae Young JUN ,  Jun Cheol PARK ,  Yun Hun JANG ,  Hyung Won CHOI ,  Essalim CHAHRAZAD

IPC: G06F16/583 ,  G06F16/532 ,  G06T7/50 ,  G06T7/70 ,  G06T7/90 ,  G06V10/44 ,  G06V10/80

CPC classification number: G06F16/583 ,  G06F16/532 ,  G06T7/50 ,  G06T7/70 ,  G06T7/90 ,  G06V10/44 ,  G06V10/806 ,  G06V2201/07

Abstract: A method of searching for similar products using a multi-task learning (MTL) model is provided. The method includes: converting, by using a multi-task learning model utilizing a unified backbone network, each of an original image including a fashion item into a single vector including at least one multi-task attribute; and generating a visual search database by storing the original image and the single vector of the original image together.