Indian Food Calorie Detection iOS App

An iOS app that uses computer vision and machine learning to identify Indian dishes and provide accurate calorie information.

Features

• Real-time food recognition using camera
• Accurate calorie estimation for 80+ Indian dishes
• Portion size adjustment
• Meal tracking and history
• Nutritional insights and analytics
• Firebase backend integration

Tech Stack

• iOS: Swift/SwiftUI
• ML: Core ML + Vision Framework
• Backend: Firebase (Auth, Firestore, Storage, Functions)
• APIs: CalorieNinjas + Indian Nutrient Databank
• Dataset: Kaggle Indian Food Dataset (4000+ images)

Project Structure

IndianFoodCalorieApp/
├── iOS/                    # iOS app source code
├── backend/               # Firebase functions and configs
├── ml/                   # Machine learning models and training
├── data/                 # Datasets and nutritional data
├── docs/                 # Documentation and design specs
└── README.md

Development Status

🚀 Project initialized - Ready for development!

Next Steps

1. Set up iOS project structure
2. Configure Firebase backend
3. Prepare ML training pipeline
4. Design UI/UX components
5. Integrate APIs and datasets