Team: AIVA

• Vinit Agarwal (Indian Institute of Information Technology (IIIT), Pune)
• Arvind Khandelwal (Indian Institute of Information Technology (IIIT), Pune)
• Ishan Upadhyaya (Indian Institute of Information Technology (IIIT), Pune)
• Amaan Parvez (Indian Institute of Information Technology (IIIT), Pune)

Github Link   Pitch Deck  Video Demo

FashionOutfitRecommenderGenAI

To start backend server:

pip install -r requirements.txt

uvicorn main:app --reload

To start frontend server:

npm i

npm run start

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Tech Stack / Libraries Used :

• For Scrapper :

 Python , Google , BeautifulSoup , NLTK , Transformers , Selenium, rembg, Pil
 (Model Used: openai – clip) , (Pipeline: Zero Shot Image classification)

• LLM :

 Gen–AI Model , Torch , LangChain , Transformers , Bits and Bytes.
 (Model Used: arvind2626/f6 {Falcon 7B Fine Tuned})
 (For Fine Tuning: qLoRA)

• FrontEnd :

 React , Axios

• BackEnd :

 Python , FastAPI

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Deliverables

• GenAI-powered outfit generator.
• Implement natural conversational interface for personalized outfits.
• Use purchase history and preferences for tailored recommendations.
• Include social media trends (Instagram, Pinterest) for current fashion ideas.
• Analyze style, color, and brands for unique outfit suggestions.
• Generate complete outfits, including clothing, accessories, footwear.
• Consider body type, occasion, region, and age for diverse suggestions.
• Enable user interaction for customization and feedback.
• Provide seamless, confidence-boosting user experience.

Flowchart

Screenshot of Webapp