|
gptkbp:instanceOf
|
gptkb:dataset
|
|
gptkbp:alternativeDatasets
|
gptkb:Fashion-MNIST
gptkb:EMNIST
gptkb:Kuzushiji-MNIST
|
|
gptkbp:bench
|
algorithm comparison
classification accuracy
|
|
gptkbp:citation
|
LeCun, Y., Cortes, C., & Burges, C. J. (1998). The MNIST database of handwritten digits.
|
|
gptkbp:classLabels
|
2
0
1
3
4
5
6
7
8
9
|
|
gptkbp:contains
|
handwritten digits
|
|
gptkbp:createdBy
|
gptkb:Yann_LeCun
gptkb:Christopher_J.C._Burges
gptkb:Corinna_Cortes
|
|
gptkbp:domain
|
gptkb:machine_learning
computer vision
|
|
gptkbp:format
|
binary
IDX file format
|
|
gptkbp:fullName
|
gptkb:Modified_National_Institute_of_Standards_and_Technology_database
|
|
gptkbp:hostedBy
|
Yann LeCun's website
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
MNIST
|
|
gptkbp:inspiredBy
|
gptkb:NIST_database
|
|
gptkbp:language
|
English numerals
|
|
gptkbp:license
|
public domain
|
|
gptkbp:numberOfPixelsPerImage
|
784
|
|
gptkbp:numberOfStudents
|
10
|
|
gptkbp:numberOfTestImages
|
10000
|
|
gptkbp:numberOfTrainingImages
|
60000
|
|
gptkbp:popularFor
|
pattern recognition
deep learning research
|
|
gptkbp:releaseYear
|
1998
|
|
gptkbp:signature
|
grayscale
|
|
gptkbp:size
|
28x28
|
|
gptkbp:type
|
gptkb:illustrator
|
|
gptkbp:usedFor
|
image classification
benchmarking algorithms
|
|
gptkbp:usedIn
|
convolutional neural networks
k-nearest neighbors
logistic regression
support vector machines
neural network training
|
|
gptkbp:website
|
http://yann.lecun.com/exdb/mnist/
|
|
gptkbp:bfsParent
|
gptkb:Computer_Vision
gptkb:TorchVision
gptkb:Thumb-2_(subset)
|
|
gptkbp:bfsLayer
|
6
|