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gptkbp:instanceOf
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gptkb:model
|
|
gptkbp:architecture
|
discriminator network
generator network
|
|
gptkbp:citation
|
over 10,000
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|
gptkbp:codeAvailable
|
gptkb:GitHub
|
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gptkbp:fullName
|
gptkb:Super-Resolution_Generative_Adversarial_Network
|
|
https://www.w3.org/2000/01/rdf-schema#label
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SRGAN
|
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gptkbp:input
|
low-resolution image
|
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gptkbp:introduced
|
gptkb:Jose_Caballero
gptkb:Andrew_Cunningham
gptkb:Zehan_Wang
gptkb:Alejandro_Acosta
gptkb:Alykhan_Tejani
gptkb:Andrew_Aitken
gptkb:Christian_Ledig
gptkb:Ferenc_Huszár
gptkb:Johannes_Totz
gptkb:Lucas_Theis
gptkb:Wenzhe_Shi
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gptkbp:introducedIn
|
2017
|
|
gptkbp:lossFunction
|
adversarial loss
perceptual loss
|
|
gptkbp:memiliki_tugas
|
image super-resolution
|
|
gptkbp:notableFor
|
photo-realistic image super-resolution
|
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gptkbp:notablePublication
|
gptkb:Photo-Realistic_Single_Image_Super-Resolution_Using_a_Generative_Adversarial_Network
https://arxiv.org/abs/1609.04802
|
|
gptkbp:output
|
high-resolution image
|
|
gptkbp:publishedIn
|
gptkb:CVPR_2017
|
|
gptkbp:relatedTo
|
gptkb:GAN
gptkb:ESRGAN
gptkb:SRCNN
|
|
gptkbp:trainer
|
gptkb:ImageNet
gptkb:BSD100
gptkb:Set14
gptkb:Set5
gptkb:Urban100
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gptkbp:uses
|
gptkb:convolutional_neural_network
deep convolutional neural network
|
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gptkbp:bfsParent
|
gptkb:generative_adversarial_networks
|
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gptkbp:bfsLayer
|
5
|