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Risto_Saarelma comments on Open thread, Sep. 28 - Oct. 4, 2015 - Less Wrong
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I expect that most people are biased when it comes to judging how attractive they are. Asking people probably doesn't help too much, since people are likely to be nice, and close friends probably also have a biased view of ones attractiveness. So is there a good way to calibrate your perception of how good you look?
If there was a large dataset of faces shot in a similar way and rated for attractiveness somewhere, you could take a photo of yourself, look for people in the set who look like you (possibly with some sort of face recognition program) and see how they are rated.