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Table 2 Vessel recognition performance on IMO testing set, composed of 3965 marine vessels, by utilizing nearest neighbor search on 109-, 4035-, and 4144-dimensional output-based representations learned in IMO training set

From: Generic and attribute-specific deep representations for maritime vessels

  109-dim. output based representation 4035-dim. output based representation 4144-dim. output based representation 4144-dim. output based representation (VGG-VD-19)
Recognition accuracy 23.87% 59.25% 65.13% 65.78%