Calorie Counter

Count Calories From a Photo. First Scan Free.

Send @vustCalBot a photo of your plate and get a calorie estimate — dish name, kcal, the portion it assumed, and a confidence line. Your first count is free; after that you keep going in Telegram.

First scan free · then continue in Telegram · failures refundedAI estimate, not medical or dietary advice
Photo in, kcal estimate outFirst scan freeContinue in Telegram after that

Scope

A number to act on, not a lab result

Every count — welcome message and every scan — carries the same line: this is an AI estimate from a photo, not medical or dietary advice. It's built to catch the big misses (400 vs 900 kcal), not to replace a food scale or a nutritionist. Sauces, hidden oil and portion guesses are the sources of error.

Photos are never stored — only the compact numeric result is kept.
Specimens

See the difference

One photo, one calorie estimate — the first one free.

The one question a calorie counter needs to answer

The question

"How many calories is this?" — asked about a restaurant plate with no menu listing, no nutrition label, no way to weigh it before eating.

What @vustCalBot returns

Send the photo — back comes a dish name and an estimated kcal count, plus the portion size it assumed and a confidence line so you know how much to trust the number. Every result repeats the same line: an AI estimate from a photo, not medical or dietary advice.

A worked scan

The photo

A slice of pepperoni pizza on a paper plate, photographed at a normal angle under kitchen lighting.

The estimate

"Pepperoni pizza, one slice — approx. 310 kcal, assuming a standard 1/8 large-pizza portion. Confidence: medium — cheese thickness is the main unknown." No manual search through a food database, no barcode to scan.

Trying it costs nothing

First count free

Your first count is free — try it before deciding anything.

After that

After your first count, you keep going in Telegram. A photo rejected as non-food, or a failed analysis, costs nothing.
Practical use cases

Who reaches for a photo-based calorie counter

Restaurant plates with no label
No menu nutrition info, no way to weigh the food before eating
A photo returns the dish, kcal, portion assumption and confidence line.
First-time triers
Wanting to try an AI calorie count before deciding anything
Your first count is free — not-food photos are never charged either.
Fast daily checks
A quick sanity check on whether a meal is 400 or 900 kcal
One photo, one answer — no manual database search.
How it works01–03

How a calorie count works

  1. 01

    Send a food photo

    In Telegram, to @vustCalBot — no app, no account setup.

  2. 02

    Get a kcal estimate back

    Dish name, calories, portion assumption, confidence line — an AI estimate, not medical or dietary advice.

  3. 03

    First scan free, then keep going

    Your first scan is free; after that you continue in Telegram. Rejected and failed analyses are never charged.

Same tool · in Telegram@vustCalBot

Count calories from a photo

Open @vustCalBot, send a food photo, get a kcal estimate. Your first scan is free.

Open in Telegram
Quality & trust

Estimate, not diagnosis

AI estimate only

Every count carries the same disclaimer: an AI estimate from a photo, not medical or dietary advice.

Photos aren't stored

Only the compact numeric result is kept — no photo gallery, no long-term image storage.

Failed analyses are never charged

A rejected non-food photo or a failed analysis does not keep a debit.

FAQ

Frequently asked questions

How does a photo-based calorie counter work?

You send a photo of your plate to @vustCalBot; a vision model estimates the dish and its calorie content from what's visible, then returns the number along with a confidence line and the portion size it assumed.

How accurate is a calorie count from a single photo?

It's an estimate, not a lab measurement — sauces, hidden oil, and portion size are the usual sources of error, which is why every result includes a confidence line. It's built to catch the big misses (400 vs 900 kcal), not to hit an exact gram count.

Is a photo calorie counter free to use?

Yes — your first count is free. After that, you keep going in Telegram. Rejected non-food photos and failed analyses cost nothing.

Do I need to enter portion sizes myself?

No — the model assumes a standard portion based on what it sees in the photo and states that assumption in the result. There's no manual weighing or portion slider to fill in first.

Is this a replacement for a food scale or nutritionist?

No. Every result carries the same disclaimer: this is an AI estimate from a photo, not medical or dietary advice. If you need gram-precise tracking for a medical condition, use a food scale and consult a professional instead.

Does counting calories this way require an app download?

No app and no account beyond Telegram — open @vustCalBot, send a photo, get the count back in the same chat.

Ready when you are

Count calories from a photo. Your first one is free.

After that, you keep going in Telegram; rejected and failed analyses are never charged.