Patent ID: 11893791
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: Audio-visual technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 15:
16. A system, comprising:
one or more processors;
memory in electronic communication with the one or more processors; and
instructions stored in the memory, the instructions being executable by the one or more processors to cause a computing device to:
receive, from a video capturing device, input video content including a plurality of image frames;
identify camera statistics for the video content, the camera statistics including data obtained by the video capturing device in conjunction with capturing the video content;
provide a first subset of image frames of the plurality of image frames at a first frame rate as inputs to a deep learning model, wherein the deep learning model is trained to generate an output based on one or more input images;
detect content of interest in a second subset of image frames from the plurality of image frames based on the camera statistics; and
based on the detected content of interest in the second subset of image frames from the plurality of image frames, provide the second subset of image frames as inputs to a deep learning model at a second frame rate higher than the first frame rate.