Building a Wardrobe and Outfit Planning App with Milvus

Discover how Milvus, an open-source vector database, is used by Mozat to power a fashion app that offers personalized style recommendations and an image search system.

System overview

System process diagram.
System process diagram.

Implementation

Garment detection

Feature extraction

Vector similarity search

Post-processing

Application

User uploads and image search

Search results of a denim jacket image.
Search results of a denim jacket image.

Outfit suggestions

Outfit ideas for a black biker jacket.
Outfit ideas for a black biker jacket.
A spread of snapshots featuring a black biker jacket + black skinny jeans match.
A spread of snapshots featuring a black biker jacket + black skinny jeans match.

Fashion photograph recommendations

Items in user’s digital closet.
Items in user’s digital closet.
Fashion photograph recommendations that match user preferences and tastes.
Fashion photograph recommendations that match user preferences and tastes.

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Milvus

Open-source Vector Database Powering AI Applications. #SimilaritySearch #Embeddings #MachineLearning