Pop Of Colour App

React Native Smart Wardrobe App

React Native app for wardrobe organization and color matching
Project image

Developed PopOfColour, a React Native mobile application that helps users organize their wardrobe and discover unique color combinations. Initially built with Expo, the project evolved to include native code for advanced image processing features.

The challenge was to create an intuitive app that would make color matching effortless while incorporating complex features like ML-powered background removal and color picking.

Technical Solution

Core Technology Stack

  • React Native (migrated from Expo)
  • Custom Objective-C modules
  • ML integration for image processing
  • Native color picker implementation

Advanced Features

  • Background removal using Apple's ML model
  • Custom color picker for image analysis
  • Wardrobe organization system
  • Color combination algorithm

Key Features

Smart Wardrobe Management

  • Easy clothing upload and categorization
  • ML-powered image processing
  • Automatic color detection
  • Outfit organization

Color Matching System

  • 200+ curated color combinations
  • Daily color suggestions
  • Smart outfit recommendations
  • Style optimization

User Experience

  • Intuitive interface
  • Quick outfit creation
  • Personalized suggestions
  • Wardrobe analytics

Technical Challenges

Native Integration

  • Implemented custom Objective-C modules
  • Integrated ML model for background removal
  • Developed native color picker functionality
  • Optimized image processing performance

Migration from Expo

  • Transitioned from Expo to bare React Native
  • Maintained app performance
  • Enhanced native capabilities
  • Preserved user experience

Results

The app successfully:

  • Streamlines wardrobe organization
  • Provides intelligent color matching
  • Offers personalized style suggestions
  • Helps users optimize their wardrobes