✨ Inspiration

Fashion is deeply personal, yet many people struggle to find clothes that suit their skin tone, body type, occasion, and budget. Existing solutions either focus on generic trends or expensive personalized styling. We wanted to create something inclusive, intelligent, and empowering for everyone—especially for underrepresented skin tones like umber/light brown. That's how PicMyFit was born: an AI stylist that helps you dress your best with confidence.

🔍 What it does

PicMyFit analyzes user inputs—like a photo, skin tone, body shape, occasion, and budget—to generate:

  • Personalized outfit recommendations
  • Style suggestions (e.g., Old Money, Casual, Ethnic)
  • Color palettes that complement your skin tone
  • Shopping guidance within your budget
  • Outfit previews using AI-generated visuals

🚧 How we built it

  1. Frontend: Simple UI for user input (photo upload, budget, occasion)
  2. AI Models:
  • Skin tone and body detection (via computer vision)
  • Outfit classification and style mapping
  • Budget-aware product filtering

    1. Outfit Generator:
  • Created a database of clothing items and aesthetics

  • Combined color theory + fit rules to suggest outfits

  • Used image generation tools to create mockups

    1. Backend:
  • Python/Flask server for data processing

  • REST API for frontend-backend interaction

🧩 Challenges we ran into

  • Handling photos with inconsistent lighting or quality
  • Matching cultural styles (e.g., kurta vs suit) dynamically
  • Ensuring realistic color contrast in AI-generated visuals
  • Integrating product filtering based on real-time pricing and availability
  • Building recommendations that are both stylish and wearable

🏆 Accomplishments that we're proud of

  • Designed a fully working prototype with multi-input styling
  • Created visually rich outfit previews for users
  • Made recommendations inclusive for various skin tones and body types
  • Balanced both Western and Indian outfit suggestions

📍 What we learned

  • How to integrate computer vision for personal styling
  • Better understanding of color theory and body fit rules
  • How to build a recommender system that feels truly personal
  • Markdown documentation and visual storytelling for fashion tech

🚀 What's next for PICMYFIT - Personalized AI Stylist

  • Add virtual try-on with AR
  • Build integrations with shopping platforms (Amazon, Myntra, etc.)
  • Offer seasonal and occasion-based capsules (Diwali, Weddings, Interviews)
  • Enable social sharing and outfit rating features
  • Support multi-language accessibility

PicMyFit aims to be your digital wardrobe consultant—smart, stylish, and always within reach. Whether you're dressing for a wedding or a work call, it's time to let AI style you right!

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