Method for using deep learning for facilitating real-time view switching and video editing on computing devices

A system comprising:

• a display;
• a non-transitory computer-readable medium storing computer-executable instructions of a video processing application;
• and
• a processing device communicatively coupled to the computer-readable medium for executing the computer-executable instructions, wherein executing the computer-executable instructions configures the system to perform operations comprising:
• receiving a stream of video data;
• rendering a major view on the display, the major view presenting a video from the stream of video data;
• inputting the stream of video data to a deep learning system;
• receiving, from the deep learning system, a composition score and information that identifies a cropped video from the video based on the composition score of, the composition score generated by the deep learning system while the video is presented in the major view;
• rendering the cropped video in the major view;
• and
• updating, by the video processing application, the composition score in real-time, wherein the updated composition score is based on an updated stream of video data provided to the deep learning system.

A non-transitory computer-readable storage medium storing instructions for a video processing application, the instructions upon execution on a computing device cause the computing device to perform operations comprising:

• receiving a stream of video data;
• rendering a major view on a display of the computing device, the major view presenting a video from the stream of video data;
• inputting the stream of video data to a deep learning system;
• receiving, from the deep learning system, a composition score and information that identifies a cropped video from the video based on the composition score, the composition score generated by the deep learning system while the video is presented in the major view, the cropped video having a same aspect ratio as the video;
• rendering the cropped video in the major view;
• and
• updating, by the video processing application, the composition score in real-time, wherein the updated composition score is based on an updated stream of video data provided to the deep learning system.