Samsung Health Adds Beta Meal Scanning Feature

The new tool uses AI to estimate calories and macros from photos for users in the United States.

Updated on Oct. 20, 2026 in Nutrition

Bold vector editorial illustration of a plate with sliced avocado, berries, and almonds, representing automated nutritional tracking via mobile technology. — Samsung launched a beta meal scanning feature for its health app in the U.S., allowing users to track nutrition via photo-based AI analysis. AI Illustration. Upload story photo >

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Would you use an AI-powered app to automatically track the nutritional content of your daily meals?

Samsung has introduced a new beta meal scanning and nutrition assessment feature within the Samsung Health app for users in the United States. The tool allows users to photograph meals to receive automated estimates of calorie counts and macronutrient data.

Why it matters

The feature aims to simplify the often labor-intensive process of tracking dietary intake. By automating food identification, Samsung hopes to help users maintain consistent nutrition logs without the need for manual data entry.

The new tool utilizes an AI-driven image analysis system to categorize food and estimate nutritional values, providing one of 4 possible Diet Score assessments. The accuracy of these estimates compared to traditional manual logging remains under investigation.

The players

Samsung

A global technology company that develops the Samsung Health mobile application.

The details

Within the Samsung Health app, users capture an image of their meal to trigger the AI-powered scanning tool. The software identifies specific food items depicted in the photo and converts them into estimated caloric and macronutrient values. These data points then inform a Diet Score, which provides a qualitative assessment of the meal's nutritional profile based on these automated calculations.

October 20, 2026: Feature becomes available in beta in the United States.

Health Landscape

The integration of AI-based meal logging into the Samsung Health app marks an attempt to reduce the barrier to entry for users practicing nutritional monitoring. This development follows a broader industry trend of shifting from manual data entry toward automated, image-based dietary tracking.

If you are currently tracking your diet, this tool may offer a more convenient way to log meals without manual searching. Whether this method provides sufficient accuracy for your specific health goals is a question worth discussing with your doctor or a registered dietitian.

The takeaway

Automated nutrition tools can simplify tracking, but they are most effective when viewed as an estimation aid rather than a definitive medical record. Always use these tools as a supplement to professional guidance and your own awareness of your dietary needs.