Fashion-MNIST database of fashion articles

    Dataset of 60,000 28x28 grayscale images of the 10 fashion article classes, along with a test set of 10,000 images. This dataset can be used as a drop-in replacement for MNIST. The class labels are encoded as integers from 0-9 which correspond to T-shirt/top, Trouser, Pullover, Dress, Coat, Sandal, Shirt,

    dataset_fashion_mnist()

    Value

    Lists of training and test data: train$x, train$y, test$x, test$y, where x is an array of grayscale image data with shape (num_samples, 28, 28) and y is an array of article labels (integers in range 0-9) with shape (num_samples).

    Details

    Dataset of 60,000 28x28 grayscale images of 10 fashion categories, along with a test set of 10,000 images. This dataset can be used as a drop-in replacement for MNIST. The class labels are:

    • 0 - T-shirt/top

    • 1 - Trouser

    • 2 - Pullover

    • 3 - Dress

    • 4 - Coat

    • 5 - Sandal

    • 6 - Shirt

    • 7 - Sneaker

    • 8 - Bag

    • 9 - Ankle boot

    See also