SparkStyle

Tech Stack: React Native, FastAPI, Python, PostgreSQL, AI/ML

Overview

SparkStyle is an innovative solution designed to revolutionize the retail shopping experience by bridging the gap between online convenience and offline retail. Using AI-powered virtual try-on technology, it allows users to scan product QR codes and instantly see how items would look on them, eliminating the need for physical trial rooms and long queues.

Key Features

👤 Smart User Onboarding

• Upload a single photo to get started
• Automatically analyze body fit and size measurements
• Input details like complexion, body type, and height
• AI-powered body analysis for accurate virtual try-ons
• Secure storage of user measurements and preferences

🤖 AI-Powered Virtual Try-On

• Scan product QR codes for instant try-on experience
• Advanced algorithm matches user body with product dimensions
• Generate realistic virtual try-on images
• Real-time processing and rendering
• Support for various garment types and styles

🎯 Smart Recommendations

• Personalized product suggestions based on user preferences
• Track user actions like cart additions for future recommendations
• Category-wise product discovery
• Similar item suggestions
• Machine learning-powered recommendation engine

🛒 Hassle-Free Shopping

• Auto-selected sizes based on body measurements
• Eliminate the need for physical trial rooms
• Fast and frictionless checkout process
• Try multiple products virtually without physical effort
• Save time with smart size recommendations

📊 Admin Dashboard

• Comprehensive backend analytics dashboard
• Track user interactions through data funnel
• Category-wise analytics for deeper insights
• Monitor product performance and user engagement
• Data-driven decision making tools

Technical Implementation

Frontend Architecture

• React Native for cross-platform mobile development
• Expo Camera for QR code scanning functionality
• Real-time image processing and display
• Smooth user experience with optimized performance
• Native device integration for camera and storage

Backend Services

• FastAPI for high-performance API endpoints
• Python for AI model integration and processing
• RESTful API design for seamless communication
• Base64 image encoding for efficient transport
• Async processing for try-on operations

Database & Storage

• PostgreSQL for robust data management
• User profiles and measurement storage
• Product catalog and image references
• Analytics and tracking data
• Efficient query optimization

AI & Machine Learning

• Virtual try-on AI service integration
• Body measurement analysis algorithms
• Image processing and merging
• Recommendation engine with ML models
• Continuous model improvement based on user data

Workflow

1. User Registration: Upload photo and provide body details
2. Product Discovery: Browse products or scan QR codes in-store
3. Virtual Try-On: AI generates realistic try-on images
4. Smart Recommendations: Get personalized suggestions
5. Easy Checkout: Auto-selected sizes, quick purchase

Benefits

For Customers

• Try unlimited products virtually
• Save time by avoiding trial room queues
• Get accurate size recommendations
• Shop with confidence knowing how items will fit
• Convenient mobile-first experience

For Retailers

• Reduce trial room congestion
• Increase customer engagement
• Lower return rates with better fit prediction
• Gain insights from analytics dashboard
• Enhanced customer satisfaction

Technical Highlights

• QR Code Integration: Seamless product scanning
• AI Image Processing: Fast and accurate try-on generation
• Cross-Platform: Works on iOS and Android
• Scalable Architecture: Handle multiple concurrent users
• Real-time Analytics: Track user behavior and preferences
• Secure Data: Encrypted storage of user information

Future Enhancements

• AR-based real-time try-on
• Social sharing of virtual try-on results
• Integration with more retail partners
• Enhanced recommendation algorithms
• Multi-language support
• Voice-based navigation

Impact

SparkStyle transforms the traditional retail experience by combining the convenience of online shopping with the confidence of in-store try-ons. The solution addresses common pain points in retail shopping while providing valuable insights to retailers through comprehensive analytics.

---

Watch the demo video to see SparkStyle in action: YouTube Demo