|
gptkbp:instance_of
|
gptkb:Database_Management_System
|
|
gptkbp:bfsLayer
|
4
|
|
gptkbp:bfsParent
|
gptkb:Le_Net_architecture
|
|
gptkbp:analysis
|
gptkb:Matplotlib
gptkb:board_game
|
|
gptkbp:available_sizes
|
60000
|
|
gptkbp:class
|
gptkb:handbag
gptkb:10
gptkb:Hall_of_Fame
gptkb:sneaker
gptkb:item
Sandal
Coat
Ankle boot
T-shirt/top
Trouser
|
|
gptkbp:collection_size
|
10000
|
|
gptkbp:contains
|
images
labels
|
|
gptkbp:contribution
|
tutorials
datasets
open-source implementations
|
|
gptkbp:created_by
|
gptkb:Zalando_Research
|
|
gptkbp:data_type
|
image data
grayscale images
float32
label data
|
|
gptkbp:dimensions
|
28x28
|
|
gptkbp:download_count
|
30 MB
|
|
gptkbp:format
|
PNG
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Fashion MNIST
|
|
gptkbp:inspired_by
|
gptkb:MNIST
|
|
gptkbp:is_available_on
|
gptkb:Kaggle
gptkb:Tensor_Flow_Datasets
|
|
gptkbp:is_divided_into
|
randomly split
|
|
gptkbp:is_evaluated_by
|
accuracy
cross-validation
train-test split
|
|
gptkbp:is_popular_in
|
deep learning practitioners
|
|
gptkbp:is_similar_to
|
gptkb:CIFAR-10
|
|
gptkbp:is_used_for
|
gptkb:software_framework
image classification
|
|
gptkbp:label
|
gptkb:musical
integer encoding
|
|
gptkbp:modifications
|
normalization
|
|
gptkbp:performance
|
computer vision models
|
|
gptkbp:provides_information_on
|
common practice
|
|
gptkbp:release_year
|
gptkb:2017
|
|
gptkbp:size
|
70000
|
|
gptkbp:training
|
convolutional neural networks
fully connected networks
|
|
gptkbp:used_in
|
research papers
tutorials
competitions
|