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How are you embedding images?


We're feeding them through a deep neural network and using the activations of an intermediate layer as an embedding.

You can read more about this technique in https://arxiv.org/abs/1403.6382 if you're interested.


For most purposes, taking a decent ImageNet model and ripping off a couple final layers works reasonably well.




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