
// OVERVIEW
OutfitAI is a fashion intelligence platform that analyzes your wardrobe and generates personalized outfit recommendations using a two-model AI pipeline.
// BUILT WITH
// THE CHALLENGE
People own more clothes than they wear. Without a system to surface compatible combinations, most of a wardrobe goes unused. Existing fashion apps rely on pre-built outfit databases — not your actual clothes.
// THE SOLUTION
We trained two models: EfficientNet-B0 classifies garment types with 89% accuracy, and a custom MLP pairwise scorer rates outfit compatibility (AUC-ROC 0.814). CLIP embeddings provide visual similarity search. The result is a system that works with any wardrobe.
// WHAT WAS DELIVERED
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// MORE WORK
// NEXT STEP
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