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AI / ML

OutfitAI

AI-powered outfit recommendations from your own wardrobe

drssl.app
OutfitAI
89%
Model 1 Accuracy
81.4%
Model 2 AUC-ROC
117K+
Training Images

// OVERVIEW

OutfitAI is a fashion intelligence platform that analyzes your wardrobe and generates personalized outfit recommendations using a two-model AI pipeline.

// BUILT WITH

PythonTensorFlowEfficientNet-B0CLIPFastAPINext.js

// 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

Garment Classifier (89% accuracy)
Outfit Compatibility Scorer (AUC-ROC 0.814)
Visual Similarity Search
Web Interface

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// NEXT STEP

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