MealScan: Calorie Counter
A nutrition tracking app that uses AI to recognize meals through the camera, automatically estimating calories and nutritional content with no manual entry needed.

Category
Mobile
Scale of Use
95% recognition accuracy for common dishes
Timeline
7 weeks
Technologies
Key Pages & Features
AI Meal Scan
Snap a photo of a meal and AI automatically recognizes it and estimates calories within seconds.
Daily Nutrition Log
Track total calories, protein, carbs, and fat consumed each day.
Personalized Goals
Set calorie targets based on weight and weight loss/gain plans.
History & Weekly Reports
Charts tracking eating trends by week and month.
The Challenge
Manually logging calories is time-consuming and easy to give up on, making it hard for users to keep a long-term nutrition tracking habit.
Our Solution
Integrated an AI model that recognizes meals from photos and automatically calculates calories and nutrients, minimizing manual data entry.
Benefits Delivered
- Log a meal with a single photo, no manual searching required.
- Easier to maintain a long-term nutrition tracking habit.
- Accurately recognizes a wide variety of dishes thanks to a specially trained AI model.
Impact & Results
Users report sticking to their meal-tracking habit more consistently thanks to the quick photo-scan workflow.



