Hairstyle Catalog Search And Recommendation

Unique: Integrates face-shape analysis from uploaded photos to dynamically rank and filter hairstyle recommendations, rather than static catalog browsing — uses facial geometry extraction to surface styles predicted to complement the user's specific proportions

vs others: More personalized than static Pinterest-style hairstyle boards because recommendations adapt to detected face shape; less invasive than salon consultations because filtering happens client-side without stylist interaction