Generating contextual transition effects in videos

An electronic device for generating contextual transition effects in videos, the electronic device comprising;

• at least one processor;
• at least one memory;
• a feature extractor;
• a transition model coupled with the at least one processor, the at least one memory and the feature extractor, the transition model being configured to:
• obtain a plurality of frames of at least one video;
• determine an occurrence of a change from a first event of the at least one video to a second event of the at least one video;
• determine a location in the plurality of frames, based on the occurrence of the change from the first event to the second event;
• insert one or more masked frames at the location between at least one frame of the first event and at least one frame of the second event;
• determine at least one transition component present in the at least one frame of the first event and the at least one frame of the second event of the at least one video;
• determine a motion of pixels for the at least one transition component across the plurality of frames of the first event and the plurality of frames of the second event;
• and
• based on the motion of pixels of the at least one transition component, provide at least one transition effect in the one or more masked frames between the first event and the second event.

A non-transitory computer-readable storage medium storing instructions which when executed by at least one processor, cause the at least one processor to:

• obtain a plurality of frames of at least one video;
• determine an occurrence of a change from a first event of the at least one video to a second event of the at least one video;
• determine a location in the plurality of frames, based on the occurrence of the change from the first event to the second event;
• insert one or more masked frames at the location between at least one frame of the first event and at least one frame of the second event;
• determine at least one transition component present in the at least one frame of the first event and the at least one frame of the second event of the at least one video;
• determine a motion of pixels for the at least one transition component across the plurality of frames of the first event and the plurality of frames of the second event;
• and
• based on the motion of pixels of the at least one transition component, provide at least one transition effect in the one or more masked frames between the first event and the second event.