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LPisGood01/21/20256 repliesview on HN

>and even trained professionals are still off by 40%

I find this very hard to believe, unless the term “trained professional” is quite broad. When I was much more into fitness and weighed every meal to the gram, I could tell if a bowl of cereal was a serving to within a gram or two.


Replies

wnorris51001/21/2025

If you have a known bowl and fill it to a known position every day with the same type of food, then you can probably do better than the average for that specific meal. In our research we've found a majority of calories for most people come from when they're eating out and consuming new dishes where they don't know the ingredients or portion sizes.

In the study we gave people a variety of dishes to make their estimate on, some they were familiar with, some they were not.

The professionals were nutritionists who had trained in portion size estimation and were shown 2D images on a computer screen.

For what it's worth, we've had a lot of people who have claimed to be very accurate at portion size estimation from a long history of using a kitchen scale. We've paid many of them to do a quiz to see if they're above average accuracy and they have almost always ended up around 40% accuracy or worse.

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watwut01/21/2025

There is no profession that would require you to estimate portion sizes up to grams visually. So, trained professional will be someone who was trained in something different - a doctor for example.

I guess, maybe cooks should have the best precision for this.

zeroonetwothree01/21/2025

If you read the paper it’s pretty easy to see what they mean by this. They tested “4 professional nutritionists”. I don’t know if nutritionists get any special training at estimating portion size but my guess would be they do not.

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ses198401/21/2025

Isn’t that a bit of a special case because you know your cereal and you know your bowls? What about some cooked foods like meats which can vary in density and shape when raw, and also vary even further due to inconsistency in cooking, with more or less moisture cooked off?

It’s possible to calibrate your estimates, but if you haven’t done that, it’s probably safe to assume you’re not particularly accurate.

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acomms01/21/2025

I think they're suggesting that the portions you are judging have not been practiced hundreds of times.