Restyle – AI-Powered Styling App Design

Rabiat

Rabiat Mustapha

Restyle – AI-Powered Styling App

Overview
Restyle is a mobile app that unlocks the full potential of any wardrobe. By uploading a single clothing item, the app leverages AI to generate multiple outfit suggestions, helping users mix and match pieces for every occasion.
The Goal: To make fashion more creative, personalized, and sustainable by encouraging users to reimagine the clothes they already own.
Problem Statement
Many people experience the frustration: “I have nothing to wear” even with a closet full of clothes. This happens because:
Items are hard to visualize in new combinations.
Outfit repetition leads to boredom.
Restyle addresses this by instantly generating AI-driven outfit inspiration, transforming single pieces into countless styling possibilities.
Target Audience
Fashion explorers seeking fresh styling ideas.
Busy professionals needing quick outfit inspiration.
Sustainability advocates who want to maximize their wardrobe.
The Restyle Journey
1. Upload Flow
Users upload or photograph a clothing item.
AI detects type, color, and style attributes.
2. Style Creation
Users confirm attributes and set style preferences (casual, formal, chic, etc.).
Restyle generates unique outfit ideas centered around the uploaded piece.
A friendly loading state reassures users while AI processes suggestions.
3. Style Suggestions
A scrollable gallery showcases different outfit combinations.
Users can preview, like, save, or reject looks.
Feedback refines future AI recommendations.
4. Personalization
Style Profile: Users define preferences such as favorite colors, cuts, and brands.
AI learning: Saved outfits help Restyle evolve and improve suggestions over time.
Key Features
AI-powered outfit generation tailored to individual items.
Personalized style profiles for smarter recommendations.
Interactive feedback loop (like/dislike) for continuously refined results.
Minimal, image-focused UI that keeps attention on fashion.
Wardrobe sustainability by inspiring users to reuse existing clothing.
Potential Impact
If implemented, Restyle had the potential to:
Increase wardrobe utilization by giving users fresh styling ideas.
Reduce decision fatigue with AI providing instant outfit inspiration.
Promote sustainability by encouraging users to reuse existing clothes instead of buying new ones.
Drive engagement through personalized recommendations and evolving AI suggestions.
Future Opportunities
AR try-on: Virtually test outfits before wearing.
Trend-aware AI: Incorporate seasonal fashion trends for dynamic styling.
Reflection
Although Restyle was never implemented, this project helped me:
Explore the intersection of AI and fashion.
Practice simplifying complex AI workflows into a user-friendly flow.
Strengthen my ability to design for personalization and sustainability.
Like this project

Posted Oct 3, 2025

Designed Restyle, an AI-powered app for personalized outfit suggestions.