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gptkbp:instanceOf
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gptkb:model
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|
gptkbp:appliesTo
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gptkb:Cityscapes_dataset
gptkb:ADE20K_dataset
gptkb:PASCAL_VOC_dataset
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gptkbp:architecture
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gptkb:convolutional_neural_network
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|
gptkbp:author
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gptkb:George_Papandreou
gptkb:Iasonas_Kokkinos
gptkb:Kevin_Murphy
gptkb:Alan_L._Yuille
gptkb:Liang-Chieh_Chen
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gptkbp:category
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gptkb:artificial_intelligence
computer vision
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|
gptkbp:citation
|
gptkb:Semantic_Image_Segmentation_with_Deep_Convolutional_Nets_and_Fully_Connected_CRFs
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gptkbp:developedBy
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gptkb:Google_Research
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gptkbp:firstReleased
|
2015
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|
https://www.w3.org/2000/01/rdf-schema#label
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DeepLab
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gptkbp:notableFeature
|
dilated convolutions
encoder-decoder structure (DeepLabv3+)
multi-scale context aggregation
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gptkbp:notableRelease
|
gptkb:DeepLabv1
gptkb:DeepLabv2
gptkb:DeepLabv3
gptkb:DeepLabv3+
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gptkbp:openSource
|
yes
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gptkbp:platform
|
gptkb:TensorFlow
gptkb:PyTorch
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|
gptkbp:publishedIn
|
gptkb:arXiv
|
|
gptkbp:repository
|
https://github.com/tensorflow/models/tree/master/research/deeplab
|
|
gptkbp:usedFor
|
semantic image segmentation
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|
gptkbp:uses
|
atrous convolution
fully connected CRF
|
|
gptkbp:bfsParent
|
gptkb:convolutional_neural_network
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gptkbp:bfsLayer
|
5
|