Diet tracking is a popular way to manage weight, fitness, and health. This app teaches core app development skills like logging systems, nutrition API integration, daily analytics, and user behavior patterns—ideal for building a fitness or wellness platform.
Users log their meals, get automatic calorie counts, and track macronutrients (protein, carbs, fats). The app offers charts, reminders, and personalized targets based on weight and goal (e.g., maintain, lose, or gain weight).
Users can add food items by search or barcode, logging portions for each meal of the day.
Automatically calculate calories and macros using a food database or external nutrition API.
Set custom daily calorie/macronutrient targets and display progress with visual meters.
Show trends of calorie intake, weight change, and macro ratios across days and weeks.
The user enters their age, weight, activity level, and diet goal. Based on this, daily calorie targets are calculated. As users log meals, the app updates daily totals and compares them with targets. It also provides nutrient summaries and weekly performance reports.
React Native or Flutter with form components, barcode scanning, and analytics dashboard UI.
Node.js with MongoDB or Firebase for user logs, food entries, goals, and summaries.
Nutritionix or Edamam APIs to fetch nutritional data for food items based on names or barcodes.
Chart.js or Victory Native for visualizations; AsyncStorage for offline food logs; Expo Camera for barcode scanning.
Collect user data like weight, age, goal, and activity level to calculate calorie targets.
Enable manual entry and food search with portion control and time-based logging (breakfast, lunch, etc.).
Fetch food nutrition data from public APIs or a local database to calculate totals instantly.
Track remaining vs. consumed calories/macros with charts and meters.
Store daily logs and generate reports comparing performance across weeks/months.
Build a calorie and diet tracking app that enables better eating habits and health decisions—an essential app development project in the wellness space.
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