Awesome Nutrition Tracking

A curated list of awesome resources for nutrition tracking.

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Contents

• Nutrition Trackers
• Open Source Tools
• Food Databases
• Defunct

Nutrition Trackers

Free and paid nutrition trackers.

• Bitesnap - Image based food logging mobile app.
• Calory - Simple mobile app for calorie tracking.
• Cronometer - Food and activity tracker mobile app.
• Cronometer - Mobile app for calorie and exercise tracking.
• Daily Dozen - Plant-based food group tracker based on Dr. Greger's daily nutrition recommendations.
• DishRoll - AI-powered weekly meal planning PWA. Generates personalized meal plans with recipes and smart shopping lists based on dietary preferences.
• FatSecret - Calorie tracker mobile app.
• Foodvisor - Nutrition tracking mobile app.
• Forks Over Knives Meal Planner - Whole-food, plant-based meal planning with recipes, grocery lists, and nutritional information.
• LifeSum - Calorie tracking mobile app that focuses on lifestyle changes.
• Lolo - AI food and calorie tracker.
• Lose It - Calorie and macro tracking mobile app.
• MacroFactor - Adaptive mobile app for nutrition tracking.
• meals.chat - Take photos to track meals over Telegram.
• MealThinker - AI meal planner that remembers your preferences, dietary needs, and kitchen inventory to suggest personalized meals.
• MyFitnessPal - Most popular calorie tracking app.
• MyNetDiary - Mobile app for calorie tracking.
• Noom - Expensive, CBT-based nutrition and health mobile app.
• NutritionX - Nutrition tracking mobile app.
• Reset.com - Makes intermittent fasting easy.
• Rex - Calorie and exercise tracking over WhatsApp.
• SnackFolio - Simple calorie and macro tracker with offline support.
• SnapCalorie - Photo-based nutrition mobile app.
• Track Calories - AI-based calorie tracking mobile app.
• Ultre - Health tracking mobile app.
• Veganify - Barcode scanner that checks whether products are vegan by analyzing ingredients.

Open Source Tools

Libraries, tools, and open source apps for nutrition tracking.

• OpenFoodFacts App - Flutter mobile food database with barcode scanning, vegan/vegetarian/palm oil-free labels, and Nutri-Score ratings.
• wger - Django nutrition and weight tracker.
• kcal - PHP food journal.
• Calories-In - React meal plan editor.
• Food Image Recognition - Jupyter notebook for identifying foods in images.
• Food Recipe CNN - Food image to recipe Jupyter notebook.
• Food You - A free, open-source, and privacy-focused food diary and nutrition tracker.
• DietCli - Blazingly fast, commmand line nutrition tracker written in C++.
• Waistline - Rich Android app for calorie tracking with OpenFoodFacts integration and barcode scanning. CSV and JSON data export.

Food Databases

Databases and apis that contain nutrition information.

• USDA FoodData Central - Free government database and api for nutrition information on a variety of branded and basic foods.
• OpenFoodFacts - Free crowdsourced database of food products.
• ESHA - Nutrition database API.
• Zestful - API to turn plain recipe strings into structured JSON.
• Spoonacular - Nutrition and recipe API.
• Edamam - Nutrition database and API.
• FatSecret - Nutrition database and API.
• NutritionX - Nutrition database and API.
• Samsung Food Recipe Nutrition Calculator - Nutrition calculator for recipes.
• Documenu - Restaurant menu API.
• TheMealDB - Small meal and recipe database and API.

Defunct

Articles or archived sites for defunct or unmaintained nutrition trackers.

• FitMeal
• KaleKam
• MealByMeal - Easy calorie and macro tracking over SMS.

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