|
gptkbp:instance_of
|
gptkb:Database_Management_System
|
|
gptkbp:bfsLayer
|
4
|
|
gptkbp:bfsParent
|
gptkb:MNIST
|
|
gptkbp:application
|
computer vision
deep learning
|
|
gptkbp:available_sizes
|
60000
|
|
gptkbp:class
|
gptkb:10
|
|
gptkbp:collection_size
|
10000
|
|
gptkbp:contains
|
images
labels
|
|
gptkbp:creator
|
gptkb:Zalando_Research
|
|
gptkbp:data_type
|
gptkb:Database_Management_System
supervised learning
grayscale
|
|
gptkbp:data_usage
|
computational resources
hyperparameter tuning
model selection
overfitting
class imbalance
evaluation metrics
generalization
feature extraction
training time
|
|
gptkbp:dimensions
|
28x28
|
|
gptkbp:distribution
|
gptkb:award
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Fashion-MNIST
|
|
gptkbp:is_available_on
|
gptkb:archive
gptkb:Kaggle
|
|
gptkbp:is_divided_into
|
train/test split
|
|
gptkbp:is_evaluated_by
|
accuracy
|
|
gptkbp:is_popular_in
|
gptkb:Research_Institute
|
|
gptkbp:is_similar_to
|
gptkb:MNIST
|
|
gptkbp:is_used_by
|
gptkb:University
gptkb:software
data scientists
|
|
gptkbp:is_used_for
|
gptkb:software_framework
image classification
|
|
gptkbp:label
|
gptkb:handbag
gptkb:Hall_of_Fame
gptkb:sneaker
gptkb:item
Sandal
manual labeling
Coat
Ankle boot
T-shirt/top
Trouser
|
|
gptkbp:performance
|
classification tasks
|
|
gptkbp:provides_information_on
|
gptkb:Zalando
|
|
gptkbp:release_year
|
gptkb:2017
|
|
gptkbp:requires
|
normalization
|
|
gptkbp:size
|
70000
|