Statements (32)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
gptkb:convolutional_neural_network |
| gptkbp:application |
style transfer
object transfiguration photo enhancement season transfer |
| gptkbp:arXivID |
1703.10593
|
| gptkbp:citation |
over 10,000
|
| gptkbp:developedBy |
gptkb:Phillip_Isola
gptkb:Alexei_A._Efros gptkb:Jun-Yan_Zhu gptkb:Taesung_Park |
| https://www.w3.org/2000/01/rdf-schema#label |
CycleGAN
|
| gptkbp:input |
images
|
| gptkbp:notableFeature |
unpaired image translation
|
| gptkbp:notablePublication |
gptkb:Unpaired_Image-to-Image_Translation_using_Cycle-Consistent_Adversarial_Networks
|
| gptkbp:output |
images
|
| gptkbp:platform |
gptkb:TensorFlow
gptkb:PyTorch |
| gptkbp:publicationYear |
2017
|
| gptkbp:purpose |
image-to-image translation
|
| gptkbp:relatedTo |
gptkb:GAN
gptkb:Pix2Pix |
| gptkbp:repository |
https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix
|
| gptkbp:trainer |
gptkb:horse2zebra
gptkb:monet2photo apple2orange summer2winter |
| gptkbp:uses |
adversarial loss
cycle consistency loss |
| gptkbp:bfsParent |
gptkb:Phillip_Isola
|
| gptkbp:bfsLayer |
4
|