Fig. 5: Archetype generation through k-means-style clustering in our learned general-appearance similarity space. | npj Artificial Intelligence

Fig. 5: Archetype generation through k-means-style clustering in our learned general-appearance similarity space.

From: Learning from one and only one shot

Fig. 5

a shows archetypes of “7”s, corresponding to common human writing styles. b shows archetypes of giraffe doodles, reflecting major drawing styles in the dataset. c shows comparisons to Euclidean k-means and DBSCAN, which fail to generate reasonable archetypes.

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