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How AI Photo Logging Reads A Full Meal In 3 Seconds

Point, shoot, logged. A look under the hood at how Erasthetic identifies foods, estimates portions, and returns your macros — fast.

AO
Andre Okafor
Jun 2, 2026 · 5 min read
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Three seconds is the whole product thesis. Every second beyond that is a second you spend thinking about tracking instead of training.

Identify

The first pass segments the plate and identifies each component. A chicken bowl is not one food; it is chicken, rice, avocado and dressing, each needing its own estimate.

Estimate

Portion size is the hard part. Reference objects in frame — plate rims, cutlery, the bowl itself — anchor the scale.

Return

Macros come back with a confidence score. When we are unsure, we say so rather than quietly guessing. You correct it once and we remember.

AO
Written by
Andre Okafor
Builds the logging pipeline at Erasthetic. Believes friction is the only real enemy.