FashionAI: Intelligent Fashion Recommendations with Advanced Search and Insights

Overview

FashionAI is an AI-powered platform designed for fashion stores, offering advanced image and text-based search capabilities, personalized home page recommendations, and strategic insights for inventory optimization.

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Key Features

• Search by Image:
  Detects items in uploaded images using YOLOv11 and finds visually similar items using EfficientNet embeddings.
• Search by Description-LVM:
  Enables users to search for fashion items using natural language queries powered by CLIP and ViT-B/32.
• Personalized Home Page:
  Designed a dynamic, personalized home page tailored to individual user preferences, enhancing customer engagement and satisfaction
• Strategic Insights:
  Integrated a fine-tuned LLM to analyze customer behavior and provide strategic recommendations for inventory optimization, increasing revenue and customer satisfaction

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Screenshots

A screenshot of the platform's homepage.

An example of the search-by-image feature.

An example of the search-by-description feature.

Demo Video

Watch Demo on Google Drive