Back to all projects Ruyi Yang

AI Agent · 2025

FitMe

AI outfit recommendation agent: image segmentation + multimodal integration + LLM, Gradio UI

Role
Individual Contributor
Affiliation / Context
Microsoft AI Agents Hackathon
Year
2025
Scale
Medium
Tech Stack
Multimodal LLM · Image Segmentation · Agent Pipeline · Gradio · Azure
Agent Multimodal GenAI Fashion

Case Study

The AI outfit recommendation system is a fashion recommendation agent based on image segmentation, multimodal integration and large language model. It supports users to upload style images, select style scenes, and obtain a set of recommended Look matching pictures, and submit the recommendation reasons generated by LLM.

Gradio UI is selected for interactive display, which can be deployed on Azure or Hugging Face Spaces.

Perception → Matching → Generate Recommendations

Effect display

Back to all projects