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Neural Codes for Image Retrieval
[article]
2014
arXiv
pre-print
It has been shown that the activations invoked by an image within the top layers of a large convolutional neural network provide a high-level descriptor of the visual content of the image. In this paper, we investigate the use of such descriptors (neural codes) within the image retrieval application. In the experiments with several standard retrieval benchmarks, we establish that neural codes perform competitively even when the convolutional neural network has been trained for an unrelated
arXiv:1404.1777v2
fatcat:rzhl4fk5pbfljjlslxvkrbfn4q