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gptkbp:instanceOf
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gptkb:semantic_segmentation_model
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|
gptkbp:application
|
autonomous driving
image segmentation
scene parsing
|
|
gptkbp:author
|
gptkb:Liang-Chieh_Chen
|
|
gptkbp:basedOn
|
gptkb:DeepLab
gptkb:DeepLabv3
|
|
gptkbp:citation
|
over 5000
|
|
gptkbp:developedBy
|
gptkb:Google_Research
|
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gptkbp:improves
|
gptkb:DeepLabv2
gptkb:DeepLabv3
|
|
gptkbp:input
|
gptkb:illustrator
|
|
gptkbp:notableFor
|
state-of-the-art performance on ADE20K
state-of-the-art performance on Cityscapes
state-of-the-art performance on PASCAL VOC
|
|
gptkbp:notablePublication
|
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
|
|
gptkbp:openSource
|
gptkb:TensorFlow
gptkb:PyTorch
|
|
gptkbp:output
|
segmentation mask
|
|
gptkbp:publicationDate
|
ECCV 2018
|
|
gptkbp:publishedIn
|
2018
|
|
gptkbp:url
|
https://arxiv.org/abs/1802.02611
|
|
gptkbp:uses
|
encoder-decoder architecture
atrous convolution
atrous spatial pyramid pooling
depthwise separable convolution
|
|
gptkbp:bfsParent
|
gptkb:DeepLab
|
|
gptkbp:bfsLayer
|
7
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
DeepLabv3+
|