公开(公告)号：US20250069360A1

公开(公告)日：2025-02-27

申请号：US18455758

申请日：2023-08-25

Applicant: ROKU, INC.

Inventor： Gregory GARNER ,  SOREN RIISE ,  PATRICK BROUILLETTE ,  SUNIL RAMESH ,  DAVID STERN ,  CARL SASSENRATH ,  MICHAEL CUTTER

IPC: G06V10/44 ,  G06V10/764 ,  G06V20/52 ,  G06V30/262 ,  H04N23/63

Abstract: Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for loading one or more machine learning models into a camera system to detect features of a video stream. An example embodiment operates by downloading a machine learning model from an application exchange service. The machine learning model may be pre-trained prior to loading and/or be trained to identify particular features. The camera system may install and/or retrain loaded machine learning models using captured images and/or user inputs. The camera system may also detect an unknown feature and obtain a classification label from an external system. Upon detecting a feature and/or an unknown feature, the camera system may transmit a camera detection notification to a user device and/or allow the user device to view the video stream.