Super-Resolution Generative Adversarial Network

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:model gptkb: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
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
https://www.w3.org/2000/01/rdf-schema#label	Super-Resolution Generative Adversarial Network