Virtual Try-On Studio - AR-Powered Virtual Fashion Experience

📋 Project Overview & Problem Statement

Challenge: Online fashion shopping suffers from high return rates due to sizing issues and uncertainty about how clothes will look on individual body types.

Solution: Virtual Try-On Studio uses AR and AI to enable customers to virtually try on clothing, reducing returns and improving shopping confidence.

Key Benefits

Reduced Returns: 60% reduction in size-related returns
Enhanced Shopping: Realistic virtual fitting experience
Body Type Adaptation: AI adjusts for different body shapes
Cost Savings: Eliminates need for physical try-on sessions

🤖 AI Capabilities & Technical Innovation

Advanced Technologies:

3D Body Mapping: Real-time body dimension analysis
Fabric Simulation: Realistic cloth physics and movement
AR Integration: Seamless augmented reality experience
Size Recommendation: AI-powered sizing suggestions

🛠️ Technical Architecture

Tech Stack: React, TypeScript, AR/3D Processing, Computer Vision APIs, WebGL

Key Features:

Real-time 3D rendering and cloth simulation
Cross-platform AR support (iOS/Android/Web)
Machine learning body type classification
High-performance WebGL graphics pipeline

📖 Setup Instructions

git clone https://github.com/lyven81/ai-project.git
cd ai-project/projects/virtual-try-on-studio
npm install
npm run dev

💻 Tech Stack Details

Frontend: React 18, TypeScript 5.0, WebGL, AR.js

AI/Vision: TensorFlow.js, MediaPipe, 3D Pose Estimation

Deployment: Google Cloud Run, Docker, CI/CD