公开(公告)号：US20240320958A1

公开(公告)日：2024-09-26

申请号：US18186467

申请日：2023-03-20

Applicant: Netflix, Inc.

Inventor： Amirreza Ziai ,  Aneesh Vartakavi ,  Kelli Griggs ,  Yvonne Sylvia Jukes ,  Sean Ferris ,  Eugene Lok ,  Alejandro Alonso

IPC: G06V10/774 ,  G06F16/735 ,  G06F16/738 ,  G06F16/75 ,  G06V10/776 ,  G06V10/94 ,  G06V20/40

CPC classification number: G06V10/774 ,  G06F16/735 ,  G06F16/738 ,  G06F16/75 ,  G06V10/776 ,  G06V10/945 ,  G06V20/41 ,  G06V20/49

Abstract: The disclosed computer-implemented methods and systems include implementations that automatically generate and train a video clip classifier model to identify video clips that respond to a specific search query for a desired depiction that can include abstract, context-dependent, and/or subjective terms. For example, the methods and systems described herein generate and update a digital content understanding graphical user interface to facilitate the process of generating a corpus of training digital video clips, training a video clip classifier model with the training digital video clips, and applying the video clip classifier model to new digital video clips. Various other methods, systems, and computer-readable media are also disclosed.

公开(公告)号：US11935300B2

公开(公告)日：2024-03-19

申请号：US17520505

申请日：2021-11-05

Applicant: NETFLIX, INC.

Inventor： Boris Anthony Chen ,  Amirreza Ziai ,  Kelli Rebecca Griggs ,  Rebecca Suzanne Tucker

IPC: G06V20/40 ,  G06F18/2413

CPC classification number: G06V20/49 ,  G06F18/24147 ,  G06V20/46

Abstract: In various embodiments, a match cutting application automatically generates candidate match cuts. In some embodiments, the match cutting application detects shot sequences within one or more video sequences, deduplicates the shot sequences, computes an encoding of each shot sequence after the deduplication, and compares the encodings associated with pairs of shot sequences using a distance metric to identify pairs of shot sequences that can be cut together to generate candidate match cuts. In addition, the match cutting application can apply an approximation technique, such as an approximate nearest neighbor search technique, to identify intermediate pairs of shot sequences prior to comparing encodings associated with the intermediate pairs of shot sequences.