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