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I Benchmarked My AI Carb Counter on 400 Meal Photos: 8 Models, 1 Holdout Set

This story is from 2026-10-08. It is preserved in the archive; the latest stories are on the live feed.

I build Soba , an iPhone app that looks at a photo of a meal and estimates the carbs in it. People with type 1 diabetes use numbers like that to dose insulin, so "it seems to work" wasn't a good enough answer. I ran it on 400 meal photos from two public research datasets where the carbs were weighe…

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  1. 2026-10-08 09:09 · DEV Community — Machine Learning
    I Benchmarked My AI Carb Counter on 400 Meal Photos: 8 Models, 1 Holdout Set

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