公开(公告)号：US20210144442A1

公开(公告)日：2021-05-13

申请号：US17095486

申请日：2020-11-11

Applicant: Netflix, Inc.

Inventor： Dong Liu ,  Lezi Wang ,  Rohit Puri

IPC: H04N21/466 ,  H04N21/845 ,  G06N20/00 ,  H04N21/44 ,  G06K9/00

Abstract: The disclosed computer-implemented method may include accessing media segments that correspond to respective media items. At least one of the media segments may be divided into discrete video shots. The method may also include matching the discrete video shots in the media segments to corresponding video shots in the corresponding media items according to various matching factors. The method may further include generating a relative similarity score between the matched video shots in the media segments and the corresponding video shots in the media items, and training a machine learning model to automatically identify video shots in the media items according to the generated relative similarity score between matched video shots. Various other methods, systems, and computer-readable media are also disclosed.

公开(公告)号：US20230290383A1

公开(公告)日：2023-09-14

申请号：US18320877

申请日：2023-05-19

Applicant: Netflix, Inc.

Inventor： Dong Liu ,  Lezi Wang ,  Rohit Puri

IPC: G11B27/28 ,  H04N21/466 ,  H04N21/845 ,  G06N20/00 ,  H04N21/44 ,  G06V20/40 ,  G06V10/82 ,  G06V10/44

CPC classification number: G11B27/28 ,  H04N21/4668 ,  H04N21/845 ,  G06N20/00 ,  H04N21/4667 ,  H04N21/44008 ,  G06V20/41 ,  G06V20/46 ,  G06V10/82 ,  G06V10/454 ,  G06V20/47 ,  G06V20/48 ,  G06V20/49

Abstract: The disclosed computer-implemented method may include accessing media segments that correspond to respective media items. At least one of the media segments may be divided into discrete video shots. The method may also include matching the discrete video shots in the media segments to corresponding video shots in the corresponding media items according to various matching factors. The method may further include generating a relative similarity score between the matched video shots in the media segments and the corresponding video shots in the media items, and training a machine learning model to automatically identify video shots in the media items according to the generated relative similarity score between matched video shots. Various other methods, systems, and computer-readable media are also disclosed.

公开(公告)号：US11694726B2

公开(公告)日：2023-07-04

申请号：US17725536

申请日：2022-04-20

Applicant: Netflix, Inc.

Inventor： Dong Liu ,  Lezi Wang ,  Rohit Puri

IPC: H04N21/466 ,  G11B27/28 ,  H04N21/845 ,  G06N20/00 ,  H04N21/44 ,  G06V20/40 ,  G06V10/82 ,  G06V10/44

CPC classification number: G11B27/28 ,  G06N20/00 ,  G06V10/454 ,  G06V10/82 ,  G06V20/41 ,  G06V20/46 ,  G06V20/47 ,  G06V20/48 ,  G06V20/49 ,  H04N21/44008 ,  H04N21/4667 ,  H04N21/4668 ,  H04N21/845

Abstract: The disclosed computer-implemented method may include accessing media segments that correspond to respective media items. At least one of the media segments may be divided into discrete video shots. The method may also include matching the discrete video shots in the media segments to corresponding video shots in the corresponding media items according to various matching factors. The method may further include generating a relative similarity score between the matched video shots in the media segments and the corresponding video shots in the media items, and training a machine learning model to automatically identify video shots in the media items according to the generated relative similarity score between matched video shots. Various other methods, systems, and computer-readable media are also disclosed.

公开(公告)号：US20220248096A1

公开(公告)日：2022-08-04

申请号：US17725536

申请日：2022-04-20

Applicant: Netflix, Inc.

Inventor： Dong Liu ,  Lezi Wang ,  Rohit Puri

IPC: H04N21/466 ,  H04N21/845 ,  G06N20/00 ,  H04N21/44 ,  G06V20/40

Abstract: The disclosed computer-implemented method may include accessing media segments that correspond to respective media items. At least one of the media segments may be divided into discrete video shots. The method may also include matching the discrete video shots in the media segments to corresponding video shots in the corresponding media items according to various matching factors. The method may further include generating a relative similarity score between the matched video shots in the media segments and the corresponding video shots in the media items, and training a machine learning model to automatically identify video shots in the media items according to the generated relative similarity score between matched video shots. Various other methods, systems, and computer-readable media are also disclosed.

公开(公告)号：US11350169B2

公开(公告)日：2022-05-31

申请号：US17095486

申请日：2020-11-11

Applicant: Netflix, Inc.

Inventor： Dong Liu ,  Lezi Wang ,  Rohit Puri

IPC: H04N21/466 ,  H04N21/845 ,  G06N20/00 ,  H04N21/44 ,  G06V20/40

Abstract: The disclosed computer-implemented method may include accessing media segments that correspond to respective media items. At least one of the media segments may be divided into discrete video shots. The method may also include matching the discrete video shots in the media segments to corresponding video shots in the corresponding media items according to various matching factors. The method may further include generating a relative similarity score between the matched video shots in the media segments and the corresponding video shots in the media items, and training a machine learning model to automatically identify video shots in the media items according to the generated relative similarity score between matched video shots. Various other methods, systems, and computer-readable media are also disclosed.