Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
image-to-image translation model
|
| gptkbp:application |
image editing
photo-realistic image synthesis semantic image synthesis |
| gptkbp:arXivID |
1711.11585
|
| gptkbp:author |
Ting-Chun Wang
|
| gptkbp:basedOn |
gptkb:Pix2Pix
|
| gptkbp:citation |
over 3000
|
| gptkbp:developedBy |
gptkb:NVIDIA
|
| https://www.w3.org/2000/01/rdf-schema#label |
Pix2PixHD
|
| gptkbp:input |
semantic label maps
|
| gptkbp:introducedIn |
2017
|
| gptkbp:language |
gptkb:Python
|
| gptkbp:notableFeature |
perceptual loss
feature matching loss multi-scale discriminator multi-scale generator |
| gptkbp:notablePublication |
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
|
| gptkbp:output |
high-resolution images
|
| gptkbp:platform |
gptkb:PyTorch
|
| gptkbp:repository |
https://github.com/NVIDIA/pix2pixHD
|
| gptkbp:usedFor |
cityscapes dataset
facades dataset maps dataset |
| gptkbp:uses |
conditional GAN
|
| gptkbp:bfsParent |
gptkb:NVIDIA_AI_Research
|
| gptkbp:bfsLayer |
6
|