And herein lies a critical point: similarity is in the eye of the beholder. With no strict definition of similarity, you can’t measure how different two faces are and there is no threshold at which we can say that two faces are identical. You can’t define what it means to be a doppelgänger, or say how common a particular face is; nor – crucially – can you state a probability that two images were taken from the same individual.
