HealthifyMe’s AI-Powered Calorie Tracker

Tracking nutrition has long been associated with tedious manual input and guesswork, discouraging even the most health-conscious individuals.

The product team at HealthifyMe recognized this problem and introduced Snap, an AI-powered feature that lets users log calories and macros by simply taking a photo of their meals. This innovative feature is making healthy living more accessible and enjoyable.

The product manager and the team are featured as one of Upraised's top 50 Game Changers in 2024.

The Problem: Complications in the Nutrition Tracking

Manually logging meals is not only time-consuming but also prone to inaccuracies, leading to:

  • User Frustration: The process of measuring, calculating, and inputting food details often feels overwhelming.
  • Lack of Consistency: Busy lifestyles result in skipped logging, reducing the effectiveness of tracking.
  • Cultural Gaps: Nutrition apps often fail to cater to diverse cuisines, especially those rich in regional variations like Indian food.

The product team at HealthifyMe saw an opportunity to solve these issues by using technology to simplify meal tracking.

The Solution: Snap AI for Calorie Tracking

Snap leverages computer vision AI to identify food items from photographs, providing accurate calorie counts and macro breakdowns in seconds.

Key Features of Snap

1.Instant Meal Recognition

  • Users simply take a picture of their plate, and Snap identifies each food item, estimating portion sizes and nutritional content.

2.Extensive Cuisine Support

  • Snap is tailored for Indian cuisines, recognizing everything from dosas to biryanis, while also covering global dishes.

3.Ease of Logging

  • With Snap, users can log meals directly from their lock screen, making the process faster and more intuitive.

4.Personalized Feedback

  • Beyond calorie counts, Snap offers suggestions to balance meals and align them with users’ fitness goals.
HealthifyMe’s Snap AI – Revolutionizing nutrition tracking with AI-powered meal recognition for effortless calorie and macro logging. Upraised's Game Changers!

Impact: Making Nutrition Tracking a Delightful Experience

The Snap feature is designed to simplify and enhance users’ health journeys:

  • Increased Engagement: By turning a complex task into a simple action, Snap encourages consistent app use. Increased next food tracking by 50%
  • Improved Accuracy: With 75% recognition accuracy, Snap provides reliable nutritional insights that improve over time.
  • Tailored Experience: Keeping diverse cuisines in mind, Snap ensures inclusivity and relevance for its user base.

The Team Behind Snap AI

Abhijit Khasnis- CTO

Abhijit Khasnis, CTO HealthifyMe. Upraised's Game Changers 2024

Abhijit and the team are the ones who worked on this feature. His problem statement was simplifying the process of calorie tracking leveraging AI to make the process effortless for the user.


As a part of Upraised’s Game Changers, we're on a mission to celebrate high-impact problem solving & celebrate the individuals who brought these innovations to life.

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