Classification
==============

MNIST
------

MNIST database of handwritten digits

Dataset of 60,000 28x28 grayscale images of the 10 digits, along with a test set of 10,000 images.

.. doxygenfunction:: eddl::download_mnist

Example:

.. code-block:: c++

    download_mnist();

    Tensor* x_train = Tensor::load("mnist_trX.bin");
    Tensor* y_train = Tensor::load("mnist_trY.bin");
    Tensor* x_test = Tensor::load("mnist_tsX.bin");
    Tensor* y_test = Tensor::load("mnist_tsY.bin");


CIFAR-10
--------

CIFAR10 small image classification

Dataset of 50,000 32x32 color training images, labeled over 10 categories, and 10,000 test images.

.. doxygenfunction:: eddl::download_cifar10

Example:

.. code-block:: c++

    download_cifar10();

    Tensor* x_train = Tensor::load("cifar_trX.bin");
    Tensor* y_train = Tensor::load("cifar_trY.bin");
    Tensor* x_test = Tensor::load("cifar_tsX.bin");
    Tensor* y_test = Tensor::load("cifar_tsY.bin");