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gptkbp:instanceOf
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gptkb:dataset
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gptkbp:abbreviation
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gptkb:ILSVRC
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gptkbp:category
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gptkb:WordNet_synsets
|
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gptkbp:challenge
|
localization
image classification
object detection
scene classification
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gptkbp:challengeEndYear
|
2017
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gptkbp:challengeStartYear
|
2010
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gptkbp:citation
|
over 50,000
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gptkbp:contains
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over 14 million images
over 20,000 categories
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gptkbp:creator
|
gptkb:Princeton_University
gptkb:Stanford_University
gptkb:Fei-Fei_Li
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gptkbp:domain
|
computer vision
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gptkbp:format
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gptkb:JPEG
|
|
https://www.w3.org/2000/01/rdf-schema#label
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ImageNet dataset
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gptkbp:impact
|
accelerated deep learning adoption
enabled large-scale visual recognition research
improved computer vision performance
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gptkbp:influenced
|
gptkb:GoogLeNet
gptkb:ResNet
gptkb:VGGNet
gptkb:AlexNet
deep learning research
|
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gptkbp:labelSource
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gptkb:Amazon_Mechanical_Turk
|
|
gptkbp:language
|
English
|
|
gptkbp:license
|
custom (research only)
|
|
gptkbp:notableEvent
|
gptkb:ImageNet_Large_Scale_Visual_Recognition_Challenge
|
|
gptkbp:notablePublication
|
gptkb:ImageNet:_A_Large-Scale_Hierarchical_Image_Database
|
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gptkbp:notableWinner
|
gptkb:GoogLeNet
gptkb:ResNet
gptkb:VGGNet
gptkb:AlexNet
|
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gptkbp:relatedTo
|
gptkb:WordNet
gptkb:Open_Images_dataset
gptkb:COCO_dataset
|
|
gptkbp:releaseYear
|
2009
|
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gptkbp:size
|
over 150 GB
|
|
gptkbp:usedBy
|
gptkb:industry
academia
|
|
gptkbp:usedFor
|
gptkb:machine_learning
deep learning
image classification
benchmarking
object detection
|
|
gptkbp:website
|
http://www.image-net.org/
|
|
gptkbp:bfsParent
|
gptkb:Stanford_Artificial_Intelligence_Laboratory
gptkb:ImageNet_competition
|
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gptkbp:bfsLayer
|
5
|