AI meal scanner: log calories when you eat out

No barcode on a restaurant plate or a home-cooked dinner? Photograph it. NutraSafe's AI picks out the food, estimates the portions and works out the calories, macros and ingredients, then drops the lot into your diary. Quicker than typing it in, closer than guessing.

Pro feature £3.99/month or £34.99/year on iOS Cancel any time

NutraSafe diary view showing food entries with calories and macros logged from the AI meal scan
01 Photo to diary

How the AI meal scanner works

No weighing scales, no typing. We're looking at the picture and you're confirming what we got right.

From a photo to a logged meal

Point the camera at the plate and the AI meal scanner names each component, sausages, mash, peas, estimates the portion from the picture, and pulls the calories and macros from UK food composition data. You see every item before anything saves, so you can swap a component, nudge a portion, or drop something it misread.

Tap save and the meal lands in your diary, with your daily totals updating against your calorie goal, your macros and your reference values. No scales, and no typing homemade lasagne into a search box. It is the quickest way to log the food that never came with a barcode. (Pro.)

More on the food diary →

NutraSafe AI meal scan on iPhone: a photo of sausages, mash and peas identified as four items with an AI-estimated calorie and macro total.
02 What the AI scan covers

What the AI meal scanner covers

The photo path is for everything the barcode can't read. Home cooking. Restaurant plates. Sunday roast. The Pret salad pot you can't remember the name of.

Home-cooked plates, scanned.

Roast dinner. Spag bol. Tomato pasta with the bits you added on top. Snap, edit, save.

Restaurant and takeaway.

Photograph the plate before you tuck in. The scan estimates calories and macros for things you'll never get a barcode for.

Adds straight to your daily totals.

Calories, macros, vitamins, minerals. As soon as you save the scan, the diary updates and the bars move.

Edit a component before it saves.

We get it wrong sometimes: similar-looking foods, oblique angles. Swap the wrong one, nudge the portion, save the right meal.

Faster than typing.

The whole point. Snap, glance, save. Beats hunting "homemade lasagne" in a food database.

Pair it with a reaction note.

Photograph the meal, log how you felt after. Two taps each. Over a few weeks, you'll see which plates keep showing up when you feel rubbish.

Barcode when there is one, photo when there isn't.

Same diary. Barcode for the packet, photo for the plate. Both add to the day, both count toward your totals, both keep the additive flag on.

04 Questions people ask

AI meal scanner FAQ

Six questions people send in over and over. If yours isn't here, ping us from the support page.

How accurate is AI meal scanning?

AI meal scanning gives a useful estimate for home-cooked plates, takeaways and meal-deal items. Accuracy is best on well-lit photos of a single plate with the food clearly visible. Mixed dishes (curries, stews, layered bakes) are harder to estimate precisely. For exact tracking, barcode scanning of packaged food is more reliable; most people use both.

How does AI food recognition work?

A vision model has learned what common foods look like. From your photo it picks the components, estimates portion sizes from visual cues, and matches each component to a food entry to calculate calories, macros and ingredients. You can edit anything before it saves to your diary.

Should I use photo scanning or barcode scanning?

Barcode for packaged food (it pulls the manufacturer's data straight off the label) and photo for plates without a barcode: home cooking, restaurant meals, takeaways, deli items, fresh produce. Most people use both: barcode for the weekly shop, photo for meals.

Can the scanner recognise UK foods?

Yes. We've tuned it on UK plates and UK supermarket items: full English, beans on toast, jacket potato, shepherd's pie, fish and chips, Tesco meal deals, Pret salad pots and the like. The calorie and macro numbers reference UK food composition data first.

Does the AI meal scanner work for restaurants and takeaways?

Yes. Photograph your plate before eating. The scanner picks the components and estimates calories and macros. It won't match a weighed at-home log, but it's usually closer than guessing and faster than typing it all in. This is one of the most common uses.

Is the AI meal scan included in the free tier?

No. AI meal scan is a NutraSafe Pro feature at £3.99 a month or £34.99 a year on iOS. The free tier covers barcode scanning, typing in foods and logging up to 25 items a day. Pro removes the daily cap and unlocks the AI meal scan, AI Coach, workouts, fasting and suspected triggers.

Photograph the plate and the AI meal scanner logs the meal

Get NutraSafe on the App Store

AI meal scan is a Pro feature at £3.99 a month or £34.99 a year. The barcode scanner and the diary are free to use. Try those first, then upgrade when you want the photo path.

iPhone · iOS 17 · Cancel any time
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