Methods, systems and/or computer program products are disclosed that help facilitate visual presentation composition. A method includes analyzing a plurality of video clips, each video clip comprising a plurality of frames, to determine a subset of the plurality of video clips that have at least one frame depicting one or more faces. The method further includes presenting, in a user interface of a video editing application, the determined subset of video clips along with indicia indicating one or more face-related characteristics of each of the subset of video clips. Furthermore, the method includes receiving, from a user of the video editing application, a selection of one or more frames of at least one of the subset of video clips to populate a shot placeholder in a movie-building template, and generating a playable media file representing a movie based at least in part on the selection received from the user.
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