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gptkbp:instanceOf
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Image-to-image translation model
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gptkbp:application
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Image synthesis
Image-to-image translation
Photo enhancement
Semantic segmentation
Style transfer
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gptkbp:architecture
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gptkb:PatchGAN_discriminator
gptkb:U-Net
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gptkbp:arXivID
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1611.07004
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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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gptkb:Conditional_Generative_Adversarial_Network
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gptkbp:citation
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gptkb:CVPR_2017
gptkb:Image-to-Image_Translation_with_Conditional_Adversarial_Networks
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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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https://www.w3.org/2000/01/rdf-schema#label
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Pix2Pix
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gptkbp:input
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gptkb:illustrator
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gptkbp:lossFunction
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Adversarial loss
L1 loss
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gptkbp:openSource
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Yes
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gptkbp:output
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gptkb:illustrator
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gptkbp:platform
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gptkb:TensorFlow
gptkb:PyTorch
Deep learning
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gptkbp:publishedIn
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2016
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gptkbp:repository
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https://github.com/phillipi/pix2pix
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gptkbp:usedFor
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Black-and-white to color image translation
Edge-to-photo translation
Map-to-aerial photo translation
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gptkbp:bfsParent
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gptkb:Phillip_Isola
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gptkbp:bfsLayer
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4
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