Datasets
Video
Composition
Footage shot with conscious framing decisions about subject placement, balance, depth, and screen geometry, drawn from cinematic, commercial, and documentary work where composition is part of the storytelling. The set spans tight portraits, balanced wide shots, layered foreground-background staging, and architectural framing across genres and shooting conditions.
Hours25.2K+
Styles12+
Scales8+
Training Use Cases
✓Composition-conditioned video generation
✓Aesthetic and composition scoring for video
✓Camera framing classification and retrieval
✓Cinematography style transfer
Key Highlights
✓12+ composition styles covered including rule-of-thirds, centered, symmetrical, leading-lines, layered-depth, and negative-space
✓8+ shot scales represented from extreme close-up through medium, wide, and establishing
✓Composed and framed with visual intent throughout, not casual or run-and-gun footage
✓Cinematic, commercial, and documentary work all represented in the same set
Metadata Fields
durationLength of clip in HH:MM:SS
resolutionPixel dimensions (e.g., 1920x1080, 3840x2160)
frame_rateFrames per second (e.g., 24, 30, 60, 120)
contains_audioWhether the clip carries an audio track (boolean)
primary_categoryDominant content category assigned to a video
composition_stylerule_of_thirds | centered | symmetrical | leading_lines | layered_depth | negative_space
shot_scaleextreme_close_up | close_up | medium | wide | establishing
production_contextcinematic | commercial | documentary
subject_countNumber of primary subjects in frame