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I took the results from XKCD's color survey to create a perceptual color mapping. I used a fully connected deep network and the triplet margin loss function to map colors that were given the same name into a similar vector space.

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briandw/ColorEmbeddings

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ColorEmbeddings

I took the results from XKCD's color survey to create a perceptual color mapping. I used a fully connected deep network and the triplet margin loss function to map colors that were given the same name into a similar vector space.

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I took the results from XKCD's color survey to create a perceptual color mapping. I used a fully connected deep network and the triplet margin loss function to map colors that were given the same name into a similar vector space.

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