Doubt it. You can fry something up with a little olive oil or a lot of butter, and it looks about the same.
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Maybe the AI could ask a few clarifying questions. Could use GPS to figure out if at a restaurant.
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You beat me to it
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hide my chips under a pile of spinach like prometheus tryna trick the gods into taking the bones
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maybe take a picture of raw materials and suggest a recipe. That would be useful.
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Seen a few such apps in the wild. Not sure of accuracy though... https://www.caloriemama.ai
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I remember hearing google actually tried this internally. It didn’t work. Good baseline question: could a human do it? Or are too many foodstuffs that look the same significantly different in their nutritional profile? (E.g., full fat vs low fat milk)
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Using purely a photo, training data from the internet, and no other kinds of imaging, I don’t think it can exist — mainly because many dishes do not even have confirmed caloric and nutritional information. Maybe MyFitnessPal could be a hub for this data, but it’s very inaccurate.
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Innit is a startup that I believe has done work in this area. Not sure if they could capture the entire profile of a whole plate of food in one go; but I thought they’d done some work translating/recognizing nutritional content on single items.
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