公开(公告)号：US11294971B1

公开(公告)日：2022-04-05

申请号：US17157284

申请日：2021-01-25

Applicant: Coupang Corp.

Inventor： Nuri Mehmet Gokhan ,  Varun A Samtani

IPC: G06K9/62 ,  G06Q30/02 ,  G06F16/951 ,  G06T7/194 ,  G06T11/60 ,  G06N5/00

Abstract: Systems and methods for correlating item data are disclosed. A system for correlating item data may include a memory storing instructions and at least one processor configured to execute instructions to perform operations including: receiving text and image data associated with a reference item from a remote device; converting, using a computer-modeled embedding layer, at least one image to an image embedding; comparing the image embedding to reference embeddings stored in a database; selecting a subset of the candidate item text as candidate text data based on the comparison; selecting a subset of the candidate item images as candidate image data based on the comparison; selecting a text correlation model; determining a first similarity score; selecting an image correlation model; determining a second similarity score; calculating a confidence score based on the first and second similarity scores; and performing a responsive action based on the calculated confidence score.

公开(公告)号：US12118046B2

公开(公告)日：2024-10-15

申请号：US17653151

申请日：2022-03-02

Applicant: Coupang Corp.

Inventor： Nuri Mehmet Gokhan ,  Varun A Samtani

IPC: G06V10/74 ,  G06F16/951 ,  G06F18/22 ,  G06F18/23 ,  G06F18/2413 ,  G06N3/02 ,  G06N5/01 ,  G06N20/00 ,  G06Q10/0875 ,  G06Q30/02 ,  G06Q30/0201 ,  G06Q30/0283 ,  G06T7/194 ,  G06T11/60 ,  G06V20/40 ,  G10L17/10

CPC classification number: G06F16/951 ,  G06F18/22 ,  G06F18/23 ,  G06F18/24147 ,  G06N3/02 ,  G06N5/01 ,  G06N20/00 ,  G06Q10/0875 ,  G06Q30/02 ,  G06Q30/0201 ,  G06Q30/0283 ,  G06T7/194 ,  G06T11/60 ,  G06V10/761 ,  G06V20/41 ,  G10L17/10

Abstract: Systems and methods for correlating item data are disclosed. A system for correlating item data may include a memory storing instructions and at least one processor configured to execute instructions to perform operations including: receiving text and image data associated with a reference item from a remote device; converting, using a computer-modeled embedding layer, at least one image to an image embedding; comparing the image embedding to reference embeddings stored in a database; selecting a subset of the candidate item text as candidate text data based on the comparison; selecting a subset of the candidate item images as candidate image data based on the comparison; selecting a text correlation model; determining a first similarity score; selecting an image correlation model; determining a second similarity score; calculating a confidence score based on the first and second similarity scores; and performing a responsive action based on the calculated confidence score.