Dietolog: Calories From a Photo

Most people quit calorie counting not because it fails, but because searching for every food and typing in grams gets old fast. Dietolog offers a shortcut: snap your plate and let the AI work out what is on it. 📸

It is a Telegram mini app, a calorie tracker with a nutrition assistant. It keeps a diary, shows your progress and suggests how to move toward your goal.

A photo instead of typing

The main idea is that a neural network recognizes food from a picture. You skip the product databases, send a photo and get an estimate of the dish's calories.

If you have ever tried keeping a food diary in a spreadsheet, you will feel the time saving. How fast you can log a meal often decides if you last a week or half a year.

What you get

• Food diary. All meals of the day in one place.
• Progress tracking. See how you move toward your goal day by day.
• Nutrition assistant. Gives recommendations for your goal, from weight loss to gaining mass.
• The /start command. Launches the bot and opens the app.

For questions about how the service works, there is a support contact listed in the bot's description.

How far to trust the numbers

The honest answer: a photo gives an approximation. The network sees the dish but not how much oil went into the pan, how big the portion really is or what hides under the sauce. An error of several tens of percent on complex meals is perfectly normal. ⚖️

For simple foods (an apple, fried eggs, a serving of buckwheat) the estimate usually lands closer. Mixed dishes, soups and baked goods are harder to judge.

Getting better accuracy

1. Shoot from above in good light. Every component stays visible.
2. Do not hide the food. Keep sauce and side dishes separate when you can.
3. Correct the result. If the bot got a product or a portion wrong, fix it by hand.
4. Weigh food a few times. A kitchen scale teaches your eye what your usual portion looks like.

Your first week with a tracker

Do not try to change your diet right away. For the first week, just log everything you eat, including snacks and sugary drinks. They often hide a sizeable share of daily calories that people never notice.

After seven days you will have an honest picture: average calories, the balance of protein, fat and carbs, and your favorite weak spots. Only then does it make sense to set a goal and change something. 📝

Who it helps, and the fine print

A tracker suits people who want to understand their habits: how much you really eat, where extra calories sneak in and if you get enough protein. As a first look at the topic, that is plenty. 🥗

An AI app does not replace a doctor. With diabetes, eating disorders, pregnancy or chronic illness, talk about nutrition with a specialist rather than an app. Cutting calories sharply is also harmful, so set a moderate goal.