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gptkbp:instanceOf
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gptkb:model
image-to-image translation framework
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gptkbp:architecture
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gptkb:PatchGAN_discriminator
gptkb:U-Net
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gptkbp:author
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Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros
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gptkbp:basedOn
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conditional GAN
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gptkbp:citation
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gptkb:Image-to-Image_Translation_with_Conditional_Adversarial_Networks
gptkb:CVPR
2017
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gptkbp:developedBy
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gptkb:Phillip_Isola
gptkb:Tinghui_Zhou
gptkb:Alexei_A._Efros
gptkb:Jun-Yan_Zhu
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gptkbp:frameType
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supervised learning
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|
https://www.w3.org/2000/01/rdf-schema#label
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pix2pix framework
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gptkbp:implementedIn
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gptkb:TensorFlow
gptkb:PyTorch
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gptkbp:influenced
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gptkb:SPADE
gptkb:CycleGAN
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gptkbp:input
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gptkb:illustrator
paired images
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gptkbp:introducedIn
|
2016
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gptkbp:language
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gptkb:Python
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gptkbp:lossFunction
|
adversarial loss
L1 loss
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gptkbp:output
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gptkb:illustrator
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gptkbp:publishedIn
|
gptkb:CVPR_2017
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gptkbp:repository
|
https://github.com/phillipi/pix2pix
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gptkbp:usedFor
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image-to-image translation
day to night image translation
semantic segmentation to photo translation
sketch to photo translation
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gptkbp:bfsParent
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gptkb:Edges2Shoes
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gptkbp:bfsLayer
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7
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