WHOI-Plankton- A Large Scale Fine Grained Visual Recognition Benchmark Dataset for Plankton Classification
Paper
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1510.00745
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Published
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The custom plankton dataset Plankton-79 is a subset of the WHOI-Plankton [1] for classification algorithm evaluation. The Plankton-79 dataset contains 79 categories with 33,517 images for training and 8,345 images for testing. In the Plankton-79, each image has a resolution ranging from 50 to 1000 in height and width, due to the varying sizes of the plankton. Each image is a grayscale image with a single channel and contains only one class of object.
[1] E.C.Orenstein, O.Beijbom, E.E.Peacock, and H.M.~Sosik, ``Whoi-plankton-a large scale fine grained visual recognition benchmark dataset for plankton classification,'' 2015, {\it arXiv:1510.00745}.
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