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Logging food

  • Copying a day or a meal to another dateCopy a food straight to another date, or put it on the clipboard and paste it into any meal on any day. The clipboard holds one food for five minutes.
  • Editing the nutrition on something you loggedWhen a result's figures are wrong, correct them yourself. Edits apply only to your own log, and the app remembers them for next time.
  • Estimating a meal from a photoPhotograph a whole plate and get an estimate of the calories and macros. Built for home cooking and restaurant food, where there is no label to read. Portion size is the hardest part to judge.
  • Nothing found for that foodA search returned no results, or the camera could not read a label. What to try next, in the order most likely to work.
  • Photo scan or lookup limits reachedA free account gets 5 photo scans and 5 food lookups in total, not per month. What still works when they run out, and what does not spend them.
  • Quick add and suggestionsThe quick add panel offers your cookbook and suggestions based on what you usually eat. Where the suggestions come from, and why they are empty at first.
  • Saving meals to your cookbookSave the foods you log together as one reusable meal, then add the whole thing again in a tap. Up to 50 foods, and your history stays as it was.
  • Scanning a product with the cameraPhotograph the front of the pack and then the nutrition panel, and both are read. Two steps, a flashlight for bad light, and the barcode picked up automatically.
  • Searching for a food and logging itType a food name or a barcode, read the source and confidence on each result, set the serving, and log it. The most common way to add anything to your day.
  • Setting serving size and unitsChange the amount, switch between servings, grams, ounces, milliliters and fluid ounces, and know what to do when the serving is flagged as unclear.
  • Why food estimates vary, and how much to trust themEvery figure in the app is an estimate from a named source with a stated confidence. What each source is good and bad at, what the confidence badges mean, and where AI gets things wrong.
  1. Academy
  2. /Nutrition
  3. /Logging food
  4. /Estimating a meal from a photo
Workout Titan

Workout Titan

Written Sep 1, 2026•Revised Sep 1, 2026

Guide·2 min read

Estimating a meal from a photo

Photograph a whole plate and get an estimate of the calories and macros. Built for home cooking and restaurant food, where there is no label to read. Portion size is the hardest part to judge.

Topics: Logging food

Snap meal solves the problem that packaged food does not have: a plate of something cooked at home, or put in front of you in a restaurant, with no label and no barcode anywhere. You photograph the whole plate, and the app reads the photo and returns an estimate of the calories and macros. It is an estimate rather than a measurement, and it is meant to be checked.

Estimating a meal

1. Tap Add to on the meal, open the camera and switch to the Snap meal tab.

2. Photograph the whole plate. That matters: a close-up of one corner gives the model nothing to judge the quantity by.

3. Tap Estimate meal. Retake meal photo if the shot is poor before you commit to it.

4. Check the estimate that comes back, correct anything that looks wrong, and log it.

Getting a better estimate

  • Shoot from above, at a slight angle. Straight down flattens depth, so a mound of rice reads the same as a thin layer of it.
  • Leave something familiar in frame. A fork, a standard dinner plate, a mug. Scale is the hardest thing to judge from a photograph and a known object helps enormously.
  • Photograph it before you start eating. A half-finished plate is estimated as a whole one.
  • One plate, one photo. A shared table of dishes is guesswork, because the model cannot know which part of it is yours.

What it cannot see

A photograph shows the surface of a meal and nothing else. Oil absorbed during cooking, butter stirred through, sugar in a sauce, the difference between full-fat and light. None of it is visible, and all of it moves the calorie figure. Meals where the fat is hidden are the ones this method underestimates most: curries, stir-fries, anything roasted or fried.

If you know something the photo does not, edit the values before you log. If an estimate comes back looking wrong, you do not have to accept it. Retake the photo, edit the values, or search for the food and log it that way instead.

When it is the wrong tool

If the food has a label, use Scan pack instead. Reading the manufacturer's own figures beats estimating them. If you cook the same meal every week, estimate it once, correct it properly, and save it to your cookbook. After that you are adding a known quantity rather than re-guessing it each time.

What it costs

A meal estimate spends one of your photo scans, and a Free account has 5 in total. Given how few there are, spend them on meals you eat often and will save, rather than on a one-off lunch.

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