Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for film-making using style transfer. One of the methods includes receiving an initial video comprising a sequence of initial video frames; receiving a selection of style images; for each initial video frame in the sequence of initial video frames, processing the initial video frame to generate a final video frame, the processing comprising: segmenting the initial video frame to generate a segmented video frame; generating a plurality of stylized video frames each according to a respective one of the style images; and generating a final video frame comprising, for each segment of the segmented video frame: determining a stylized video frame, extracting the respective segment from the determined stylized video frame, and inserting the extracted segment into the final video frame; and combining each generated final video frame in sequence to generate the final video.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for film-making using style transfer. One of the methods includes receiving an initial video comprising a sequence of initial video frames; receiving a selection of style images; for each initial video frame in the sequence of initial video frames, processing the initial video frame to generate a final video frame, the processing comprising: segmenting the initial video frame to generate a segmented video frame; generating a plurality of stylized video frames each according to a respective one of the style images; and generating a final video frame comprising, for each segment of the segmented video frame: determining a stylized video frame, extracting the respective segment from the determined stylized video frame, and inserting the extracted segment into the final video frame; and combining each generated final video frame in sequence to generate the final video.