Patent ID: 11925873
Assignee: ELECTRONIC ARTS INC.
Field: Audio-visual technology (Electrical engineering)
Classification: CPC A  G  H | IPC A  G  H

Claim 12:
13. A non-transitory computer-readable storage medium comprising instructions stored thereon, which when executed by one or more processors, cause the one or more processors to perform operations for extracting information from videos, the operations comprising:
receiving a set of annotated screen captures comprising portions of interest within corresponding screen captures of a video game;
receiving at least a first set of videos for the video game that comprise gameplay of the video game generated through interactions of one or more players with the video game;
training a first machine-learning model to identify the portions of interest within the first set of videos based on the set of annotated screen captures;
generating validation data based on results of the first machine-learning model;
receiving a second set of videos for the video game that comprise gameplay of the video game generated by a variety of players, the second set of videos being larger than the first set of videos;
training a second machine-learning model to identify the portions of interest within the second set of videos based on the validation data; and
extracting information based on the portions of interest identified in at least the first set of videos and the second set of videos.