📌 Project Overview FitPic is a responsive web application that provides personalized clothing recommendations using AI-powered image analysis. During authentication, the system captures a user image and analyzes visual attributes such as: Skin tone Face shape Hair color Eye type Using these extracted attributes, FitPic intelligently generates clothing pairs from different fashion brands and assigns a compatibility score (e.g., 80% match). The system then recommends the best-matching outfit combinations tailored specifically to the user. FitPic aims to simplify online fashion decisions and increase user confidence before purchasing. 🚀 Problem Statement Online shoppers often struggle to determine: Which colors suit their skin tone Which styles match their facial structure Which clothing combinations work well together Most e-commerce platforms provide generic recommendations that do not consider personal attributes. FitPic solves this by offering data-driven, personalized styling recommendations. 🧠 How It Works User Authentication User registers or logs in. Image is captured/uploaded during authentication. Attribute Extraction Computer vision model analyzes: Skin tone Face shape Hair color Eye type Product Collection Clothing data is collected from different brand websites. Products are organized into structured datasets. Pair Generation Algorithm Shirts, pants, and other items are paired automatically. A match score is calculated based on compatibility rules and user attributes. Personalized Recommendation Top matching outfit combinations are displayed. Each pair shows a compatibility percentage. Product Details & Payment Users can view product details in a popup. Integrated payment gateway enables secure checkout. 🖥️ Features 🔐 User Authentication 📷 AI-based Image Analysis 🎯 Attribute-based Outfit Matching 📊 Match Score Percentage System 🛍️ Multi-brand Clothing Pairing 📱 Fully Responsive Design (Mobile, Tablet, Desktop) 💳 Secure Payment Gateway Integration 🏗️ Tech Stack (Planned) Frontend React.js (or similar framework) HTML5 / CSS3 Responsive UI Design Backend Node.js / Python (Flask or Django) REST APIs Machine Learning Computer Vision Models Image Processing (OpenCV / TensorFlow / PyTorch) Database MongoDB / PostgreSQL Other Integrations Payment Gateway API Cloud Hosting Web Scraping Tools 📊 Future Enhancements Virtual Try-On Feature Body Measurement Analysis Style History Tracking AI Chat Styling Assistant Seasonal Trend Adaptation 🎯 Project Vision FitPic aims to become a smart fashion assistant that combines artificial intelligence with modern styling logic to provide highly personalized outfit recommendations. The goal is to reduce return rates, improve shopping confidence, and transform the way users shop online. 📄 License This project is currently under development. License details will be updated soon.