Super-Resolution Generative Adversarial Network

URI: https://gptkb.org/entity/Super-Resolution_Generative_Adversarial_Network
GPTKB entity
Statements (39)
Predicate Object
gptkbp:instanceOf gptkb:model
image super-resolution algorithm
gptkbp:abbreviation gptkb:SRGAN
gptkbp:architecture discriminator network
generator network
gptkbp:basedOn gptkb:convolutional_neural_network
gptkbp:citation over 10,000
gptkbp:doi 10.1109/CVPR.2017.19
gptkbp:field computer vision
image processing
https://www.w3.org/2000/01/rdf-schema#label Super-Resolution Generative Adversarial Network
gptkbp:influenced gptkb:ESRGAN
Real-ESRGAN
gptkbp:input low-resolution image
gptkbp:introducedIn 2017
gptkbp:language gptkb:Python
gptkbp:memiliki_tugas single image super-resolution
gptkbp:notablePublication gptkb:Photo-Realistic_Single_Image_Super-Resolution_Using_a_Generative_Adversarial_Network
gptkbp:openSource gptkb:GitHub
gptkbp:output high-resolution image
gptkbp:platform gptkb:TensorFlow
gptkb:PyTorch
gptkbp:proposedBy 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
gptkbp:publishedIn gptkb:CVPR_2017
gptkbp:uses gptkb:VGG_network
adversarial loss
perceptual loss
gptkbp:bfsParent gptkb:SRGAN
gptkbp:bfsLayer 6