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gptkbp:instanceOf
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gptkb: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
|
gptkb:PatchGAN_discriminator
gptkb:U-Net
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|
gptkbp:arXivID
|
1611.07004
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gptkbp:author
|
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros
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gptkbp:basedOn
|
gptkb:Conditional_Generative_Adversarial_Network
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gptkbp:citation
|
gptkb:CVPR_2017
gptkb:Image-to-Image_Translation_with_Conditional_Adversarial_Networks
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|
gptkbp:developedBy
|
gptkb:Phillip_Isola
gptkb:Tinghui_Zhou
gptkb:Alexei_A._Efros
gptkb:Jun-Yan_Zhu
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gptkbp:input
|
gptkb:illustrator
|
|
gptkbp:lossFunction
|
Adversarial loss
L1 loss
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gptkbp:openSource
|
Yes
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gptkbp:output
|
gptkb:illustrator
|
|
gptkbp:platform
|
gptkb:TensorFlow
gptkb:PyTorch
Deep learning
|
|
gptkbp:publishedIn
|
2016
|
|
gptkbp:repository
|
https://github.com/phillipi/pix2pix
|
|
gptkbp:usedFor
|
Black-and-white to color image translation
Edge-to-photo translation
Map-to-aerial photo translation
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gptkbp:bfsParent
|
gptkb:Phillip_Isola
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|
gptkbp:bfsLayer
|
4
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Pix2Pix
|