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+// Copyright (C) 2015 Davis E. King (davis@dlib.net)
+// License: Boost Software License See LICENSE.txt for the full license.
+#undef DLIB_MNIST_ABSTRACT_Hh_
+#ifdef DLIB_MNIST_ABSTRACT_Hh_
+
+#include <string>
+#include <vector>
+#include "../matrix.h"
+
+// ----------------------------------------------------------------------------------------
+
+namespace dlib
+{
+ void load_mnist_dataset (
+ const std::string& folder_name,
+ std::vector<matrix<unsigned char> >& training_images,
+ std::vector<unsigned long>& training_labels,
+ std::vector<matrix<unsigned char> >& testing_images,
+ std::vector<unsigned long>& testing_labels
+ );
+ /*!
+ ensures
+ - Attempts to load the MNIST dataset from the hard drive. This is the dataset
+ of handwritten digits available from http://yann.lecun.com/exdb/mnist/. In
+ particular, the 4 files comprising the MNIST dataset should be present in the
+ folder indicated by folder_name. These four files are:
+ - train-images-idx3-ubyte
+ - train-labels-idx1-ubyte
+ - t10k-images-idx3-ubyte
+ - t10k-labels-idx1-ubyte
+ - #training_images == The 60,000 training images from the dataset.
+ - #training_labels == The labels for the contents of #training_images.
+ I.e. #training_labels[i] is the label of #training_images[i].
+ - #testing_images == The 10,000 testing images from the dataset.
+ - #testing_labels == The labels for the contents of #testing_images.
+ I.e. #testing_labels[i] is the label of #testing_images[i].
+ throws
+ - dlib::error if some problem prevents us from loading the data or the files
+ can't be found.
+ !*/
+}
+
+// ----------------------------------------------------------------------------------------
+
+#endif // DLIB_MNIST_ABSTRACT_Hh_
+