Use case · Idea to test
Video edits and effects
Learn which cuts and visual styles work.
- Compare short edits
- Rate pace and style
- Rank new versions
A creator could compare short edits, transitions or colour treatments, then use those choices to guide the next set of variations.
Where the small model fits
A video model represents candidate clips. A small scorer learns preferences across whole clips rather than judging only a still frame; generation and editing remain separate work.
What would need to work
Use unseen clips and measure continuity, viewer preference and full rendering cost. No video preference model is running in the drawing demo.
Try the related work
This demo learns from simple drawings. It does not run the application described above.