thrixxy-technologies/flavorsnap

FlavorSnap is a food image classification web app powered by deep learning. Simply upload a picture of a local dish, and the model will tell you what it is. The app uses a fine-tuned ResNet18 model to recognize and classify various food types such as Akara, Bread, Egusi, Moi Moi, Rice and Stew, and Yam (with the option to add more food variety). # 🍲 FlavorSnap **AI-Powered Food Classification Web Application** Snap a picture of your food and let AI identify the dish instantly! ## 📋 Table of Contents - 🌟 Features - 🏗️ Project Structure - 🛠️ Tech Stack - 🚀 Quick Start - 📖 Installation Documentation - ⚙️ Configuration - 📖 Detailed Setup - 🤝 Contributing - 📝 API Documentation - 🧪 Testing - 📊 Model Information - 🐛 Troubleshooting - 📄 License ## 🌟 Features ### 🎯 Core Functionality - **📸 Image Upload & Preview**: Drag-and-drop or click to upload food images - **🤖 AI-Powered Classification**: ResNet18 model trained on Nigerian dishes - **📊 Confidence Scores**: Get prediction confidence percentages - **🗂️ Automatic Organization**: Images saved to predicted class folders - **⚡ Real-time Processing**: Instant classification results ### 🎨 User Experience - **📱 Responsive Design**: Works seamlessly on desktop, tablet, and mobile - **🎭 Modern UI**: Built with TailwindCSS and React components - **🔄 Loading States**: Visual feedback during processing - **❌ Error Handling**: User-friendly error messages and recovery - **🌙 Dark Mode Support**: Comfortable viewing in any lighting - **🌍 Internationalization (i18n)**: Multi-language support (English, French, Arabic, Yoruba) with RTL layout ### 🔧 Developer Features - **📡 RESTful API**: Clean API endpoints for integration - **🧪 Comprehensive Testing**: Unit, integration, and E2E tests - **📝 Type Safety**: Full TypeScript implementation - **🐳 Docker Support**: Containerized deployment ready - **📊 Analytics**: Classification history and insights ### 🛡️ Advanced Security (NEW) - **🔍 Automated Vulnerability Scanning**: Comprehensive security scanning with Safety, Bandit, Semgrep - **🚨 Real-time Security Alerts**: Intelligent alerting with ML-based anomaly detection - **🔧 Automated Remediation**: Self-healing security issues with automated fixes - **📊 Security Dashboard**: Real-time monitoring and reporting - **🔐 Compliance Checking**: Automated compliance verifi …