Food Nutrition Analyzer
Analyzes food images to detect items, calculate calories and protein content, and answer nutrition-related questions using AI.
About
This AI-powered nutrition assistant revolutionizes how you understand your diet by analyzing food images to identify visible items and provide detailed nutritional information. Leveraging Google Gemini for food recognition, Nutritionix API for accurate calorie and protein facts, and Wikipedia for additional nutritional benefits, it offers a comprehensive overview of your meals. The tool also features an interactive Q&A capability with conversation memory, allowing users to ask follow-up questions about their analysis, all presented through a user-friendly Streamlit interface and served via a FastAPI MCP server.
Key Features
- Wikipedia Integration for food nutrition benefits
- Conversation Memory for persistent interaction context
- 1 GitHub stars
- AI-powered Food Recognition from images
- Accurate Calorie & Protein Calculation via Nutritionix API
- Interactive Q&A for follow-up nutrition questions
Use Cases
- Get detailed answers to specific nutrition questions about identified food items.
- Learn about the health benefits and dietary information of various foods.
- Quickly assess the nutritional content (calories, protein) of meals from photos.