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gptkbp:instanceOf
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gptkb:dataset
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gptkbp:citation
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Kuznetsova et al., 2020, 'The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale'
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gptkbp:contains
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images
bounding boxes
visual relationships
image labels
image-level annotations
object segmentation masks
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gptkbp:creator
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gptkb:Google
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gptkbp:doi
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10.1007/s11263-020-01316-z
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gptkbp:format
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gptkb:JSON
gptkb:JPG
CSV
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gptkbp:hasBoundingBoxAnnotations
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yes
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gptkbp:hasHierarchicalLabels
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yes
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gptkbp:hasHumanAnnotations
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yes
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gptkbp:hasImageLevelLabels
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yes
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gptkbp:hasMachineAnnotations
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yes
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gptkbp:hasSegmentationMasks
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yes
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gptkbp:hasSubgroup
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gptkb:Open_Images_Test_Set
gptkb:Open_Images_Training_Set
gptkb:Open_Images_Validation_Set
gptkb:Open_Images_Challenge
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gptkbp:hasVisualRelationshipAnnotations
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yes
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https://www.w3.org/2000/01/rdf-schema#label
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Open Images Dataset
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gptkbp:language
|
English
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gptkbp:license
|
gptkb:Creative_Commons_Attribution_4.0
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gptkbp:notableRelease
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gptkb:Open_Images_V1
gptkb:Open_Images_V2
gptkb:Open_Images_V3
gptkb:Open_Images_V4
gptkb:Open_Images_V5
gptkb:Open_Images_V6
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gptkbp:numberOfStudents
|
over 19,000 classes
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gptkbp:openSource
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yes
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gptkbp:purpose
|
computer vision research
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gptkbp:relatedTo
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gptkb:COCO_dataset
gptkb:ImageNet
gptkb:Visual_Genome
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gptkbp:releaseYear
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2016
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gptkbp:size
|
over 9 million images
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gptkbp:usedFor
|
image classification
object detection
instance segmentation
visual relationship detection
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gptkbp:usedIn
|
gptkb:Kaggle_competitions
academic research
industry benchmarks
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gptkbp:website
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https://storage.googleapis.com/openimages/web/index.html
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gptkbp:bfsParent
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gptkb:ImageNet
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gptkbp:bfsLayer
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6
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