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thetimpotter comments on Who Wants To Start An Important Startup? - Less Wrong
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What if facial recognition technology became food recognition technology? More simple than chipping all food items.
I was thinking of this same sort of thing for a diet site. Rather than count calories, just photograph your plate with your hand next to it, and have the computer calculate for you.
The main issues I see with doing this in a fridge would be viewing angles and telling the difference between an old carton of OJ and a new carton of OJ.