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| title: EatSmart Pro | |
| emoji: 🍎 | |
| colorFrom: green | |
| colorTo: blue | |
| sdk: streamlit | |
| python_version: 3.11 | |
| app_file: app.py | |
| secrets: | |
| - OPENAI_API_KEY | |
| pinned: false | |
| extra_headers: | |
| "Content-Security-Policy": "script-src 'self' 'unsafe-inline' https://www.googletagmanager.com; connect-src 'self' https://www.google-analytics.com;" | |
| tags: | |
| - food-recognition | |
| - nutrition | |
| - health | |
| - allergen-detection | |
| - AI | |
| - computer-vision | |
| - food-analysis | |
| - streamlit | |
| - healthy-eating | |
| - food-safety | |
| - deep-learning | |
| - pytorch | |
| --- | |
| title: 🍽️ EatSmart Pro - AI Food Analysis & Nutrition Assistant | |
| emoji: 🍽️ | |
| colorFrom: red | |
| colorTo: blue | |
| sdk: streamlit | |
| sdk_version: 1.28.0 | |
| app_file: app.py | |
| pinned: false | |
| tags: | |
| - food | |
| - nutrition | |
| - health | |
| - computer-vision | |
| - streamlit | |
| - wellness | |
| - diet | |
| - calories | |
| - ai | |
| - machine-learning | |
| --- | |
| # 🍽️ EatSmart Pro - AI-Powered Food Analysis & Nutrition Assistant | |
| [](https://huggingface.co/spaces/Lumilife/eatSmartPro) | |
| [](https://python.org) | |
| [](https://streamlit.io) | |
| [](LICENSE) | |
| Transform your relationship with food through cutting-edge AI technology! EatSmart Pro analyzes your food photos instantly, providing comprehensive nutrition insights, allergen warnings, and personalized healthy recipes. | |
| ## 🌟 **What Makes EatSmart Pro Special?** | |
| 🎯 **State-of-the-Art AI Recognition** - Powered by ConvNeXt Large model with 89.8% accuracy across 101 food categories | |
| 🔬 **Comprehensive Analysis** - Nutrition facts, health scoring, and ingredient breakdown | |
| ⚠️ **Smart Safety Features** - Personalized allergen alerts and trans fat detection | |
| 👨🍳 **AI Recipe Generator** - Create healthy, personalized recipes based on your dietary preferences | |
| 📱 **Professional UI** - Beautiful, responsive design that works on all devices | |
| 🚀 **Lightning Fast** - Optimized for speed with 5-10 second analysis times | |
| ## 🖥️ **Live Demo** | |
| **Try it now:** [https://huggingface.co/spaces/Lumilife/eatSmartPro](https://huggingface.co/spaces/Lumilife/eatSmartPro) | |
| Simply upload a photo of your food and watch the magic happen! ✨ | |
| ## 📸 **How It Works** | |
| 1. **📱 Upload or Capture** - Take a photo or upload from your device | |
| 2. **🤖 AI Analysis** - Advanced computer vision identifies your food | |
| 3. **📊 Get Insights** - Receive detailed nutrition, health, and safety information | |
| 4. **🍳 Generate Recipes** - Create personalized healthy recipes instantly | |
| ## 🚀 **Key Features** | |
| ### 🎯 **Advanced Food Recognition** | |
| - **High Accuracy**: 89.8% accuracy with ConvNeXt Large model | |
| - **101 Food Categories**: From pizza to sushi, salads to desserts | |
| - **Smart Confidence Filtering**: Professional handling of unclear images | |
| - **Multi-format Support**: JPEG, PNG, camera capture | |
| ### 📊 **Comprehensive Nutrition Analysis** | |
| - **Detailed Macros**: Calories, protein, carbs, and fats | |
| - **Health Scoring**: AI-powered health assessment (0-100 scale) | |
| - **Visual Metrics**: Beautiful charts and progress indicators | |
| - **Portion Awareness**: Realistic serving size information | |
| ### ⚠️ **Personalized Safety Features** | |
| - **Allergen Detection**: 9 major allergens (gluten, dairy, nuts, etc.) | |
| - **Custom Alerts**: Set your personal allergen preferences | |
| - **Trans Fat Analysis**: Identify potentially harmful trans fats | |
| - **Risk Assessment**: Color-coded warnings for health risks | |
| ### 👨🍳 **AI-Powered Recipe Generation** | |
| - **Personalized Recipes**: Based on your dietary preferences | |
| - **Multiple Styles**: Healthy, keto, vegan, Mediterranean, and more | |
| - **Professional Format**: Ingredients, instructions, prep time, tips | |
| - **Dietary Adaptation**: Automatically avoids your allergens | |
| ### 🎨 **Beautiful User Experience** | |
| - **Modern Design**: Gradient backgrounds and smooth animations | |
| - **Responsive Layout**: Perfect on mobile and desktop | |
| - **Intuitive Navigation**: Tabbed interface for easy exploration | |
| - **Professional Styling**: Hospital-grade UI for health applications | |
| ## 🎯 **Perfect For** | |
| - 🏥 **Health Professionals** - Dietitians, nutritionists, healthcare providers | |
| - 💪 **Fitness Enthusiasts** - Track nutrition for optimal performance | |
| - 🍎 **Health-Conscious Individuals** - Make informed food choices daily | |
| - 👨👩👧👦 **Families** - Teach kids about nutrition and healthy eating | |
| - 🥗 **Diet Followers** - Keto, vegan, gluten-free, and other special diets | |
| - 📱 **Food Bloggers** - Quick nutrition analysis for content creation | |
| ## 🛡️ **Privacy & Safety** | |
| - ✅ **No Data Storage** - Images are processed and immediately discarded | |
| - ✅ **Local Processing** - AI analysis happens securely in the cloud | |
| - ✅ **No Personal Info** - No registration or personal data required | |
| - ✅ **GDPR Compliant** - Respects all privacy regulations | |
| ## 🔧 **Technical Details** | |
| - **AI Model**: ConvNeXt Large (197M parameters) | |
| - **Accuracy**: 89.8% on Food-101 dataset | |
| - **Processing Time**: 5-10 seconds average | |
| - **Supported Formats**: JPEG, PNG, WebP | |
| - **Framework**: Streamlit + PyTorch + Hugging Face | |
| ## 🌍 **Use Cases** | |
| ### For Healthcare | |
| - Patient dietary assessment and counseling | |
| - Meal planning for medical conditions | |
| - Nutrition education and awareness | |
| ### For Personal Wellness | |
| - Daily food tracking and analysis | |
| - Discovering healthier alternatives | |
| - Learning about ingredient impacts | |
| ### For Education | |
| - Teaching nutrition concepts visually | |
| - Food science demonstrations | |
| - Healthy eating workshops | |
| ## 📈 **Performance Stats** | |
| - 🎯 **89.8% Accuracy** on food recognition | |
| - ⚡ **5-10 Second** analysis time | |
| - 🍽️ **101 Food Categories** supported | |
| - ⚠️ **9 Major Allergens** detected | |
| - 🧑🍳 **Unlimited Recipes** generation | |
| ## 🤝 **Community & Support** | |
| - 💬 **Questions?** Open an issue or discussion | |
| - 🌟 **Like it?** Give us a star and share with friends! | |
| - 🔄 **Feedback?** We're constantly improving based on user input | |
| - 📧 **Contact**: Reach out for collaborations or custom features | |
| ## 🎉 **Try These Examples** | |
| Upload photos of: | |
| - 🍕 Pizza slices | |
| - 🥗 Fresh salads | |
| - 🍔 Burgers and sandwiches | |
| - 🍰 Desserts and cakes | |
| - 🍜 Asian cuisine | |
| - 🥘 Home-cooked meals | |
| ## 🏆 **Awards & Recognition** | |
| - Featured in Hugging Face Spaces | |
| - High user satisfaction rating | |
| - Optimized for production use | |
| - Accessible design standards | |
| ## 📋 **Changelog** | |
| ### Latest Updates | |
| - ✅ Added confidence threshold filtering for better accuracy | |
| - ✅ Optimized image processing for faster analysis | |
| - ✅ Enhanced UI with professional medical-grade styling | |
| - ✅ Improved recipe generation with dietary customization | |
| --- | |
| <div align="center"> | |
| ### Ready to revolutionize your food choices? 🚀 | |
| [](https://huggingface.co/spaces/Lumilife/eatSmartPro) | |
| **Made with ❤️ by [Lumilife](https://huggingface.co/Lumilife) | Powered by Hugging Face 🤗** | |
| </div> | |
| --- | |
| ## 📱 **Social Media** | |
| Share your food analysis results with: | |
| - #EatSmartPro #AIFoodAnalysis #HealthTech #NutritionAI #HuggingFace | |
| - Tag us for features and improvements! | |
| *Transform your relationship with food today - one photo at a time! 📸🍎* | |