Use case · Idea to test
Fashion and outfit choices
Find clothes that fit your style.
- Like or pass on outfits
- Learn style preferences
- Rank available choices
A shopper could rate a few outfits, then see clothing or custom-design variations closer to their taste. Outfit recommendations, garment design and trend exploration were original proposals.
Where the small model fits
A visual model describes each item. A personal scorer ranks options within the chosen size, price and stock limits. A generator could also propose styles, separately from the catalog of things that can actually be bought.
What would need to work
Measure choices on unseen outfits and distinguish liking a picture from fit, comfort or purchase intent. A personal taste model does not establish population-wide fashion trends.
Try the related work
This demo learns from simple drawings. It does not run the application described above.