PlateMath: Snap Calories

Private meal photo estimates

Only for iPhone

$0.99 · Designed for iPhone. Not verified for macOS.

iPhone

Turn a meal photo into a private on-device estimate, then compare it with labels, weighed portions, or later knowledge in the new Calibration Lab. PlateMath is a private, on-device meal photo estimator and comparison journal for everyday nutrition awareness. Photograph a meal and PlateMath produces a readable calorie range, food breakdown, macro estimate, and confidence context without uploading the photo to a developer server. Apple Intelligence is used when available; a deterministic local Vision workflow keeps the core experience useful on supported devices when the model is unavailable. PHOTO-BASED MEAL ESTIMATES - Capture a meal with the camera - Review detected foods, portions, calorie ranges, and macros - See low-to-high ranges instead of a false exact number - Check confidence and uncertainty before saving - Review hidden-calorie prompts and macro cross-checks in Estimate Audit NEW: CALIBRATION LAB - Revisit any saved estimate after learning more about the meal - Record whether the estimate seemed high, low, or close - Add an optional known calorie total from a label, weighed portion, recipe, or other evidence - Save confidence and notes in a private comparison journal - See aggregate evidence count, confidence, and known-value bias over time - Delete individual reviews or clear them with their linked meal history HISTORY AND TRENDS - Save meal notes and estimates locally - Review daily calorie and macro totals - Explore seven-day trends and recent meals - Set a personal daily reference goal - Schedule optional local meal reminders TRANSPARENT BY DESIGN - Public USDA and FDA nutrition references are linked in Settings - No account, subscription, ads, analytics, or developer-operated server - Meal photos, estimates, history, and calibration reviews remain on the device - No automatic model training from your calibration journal PlateMath provides general nutrition estimates for informational use only. Photo-based estimates can be wrong and are not a substitute for food labels, measured portions, or professional dietary or health guidance.

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PlateMath 1.3 adds a real, persistent Calibration Lab for learning from saved estimates: - Compare any saved meal with a label, weighed portion, recipe, or later knowledge - Record whether an estimate was high, low, or close, plus confidence and notes - Track evidence count, average confidence, and known-value bias over time - Open calibration from the home toolbar or a saved result - Keep calibration entries linked to local meal history for consistent deletion - Improved meal selection, large-text layouts, VoiceOver labels, history details, and test coverage - Removed dormant cloud-sync code so the implementation matches the on-device privacy promise

The developer, Robert Corbin, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .

  • Data Not Collected

    The developer does not collect any data from this app.

    Privacy practices may vary, for example, based on the features you use or your age. Learn More

    The developer has not yet indicated which accessibility features this app supports. Learn More

    Seller
    • Robert Corbin
    Size
    • 6.3 MB
    Category
    • Food & Drink
    Compatibility
    Requires iOS 26.0 or later.
    • iPhone
      Requires iOS 26.0 or later.
    • Mac
      Requires macOS 26.0 or later and a Mac with Apple M1 chip or later.
    • Apple Vision
      Requires visionOS 26.0 or later.
    Languages
    • English
    Age Rating
    9+
    Copyright
    • © 2026 Robert Corbin