|
gptkbp:instanceOf
|
gptkb:convolutional_neural_network
|
|
gptkbp:architecture
|
gptkb:GAN
|
|
gptkbp:author
|
gptkb:Samuli_Laine
gptkb:Tero_Karras
gptkb:Timo_Aila
Tero Karras, Samuli Laine, Timo Aila
|
|
gptkbp:citation
|
gptkb:A_Style-Based_Generator_Architecture_for_Generative_Adversarial_Networks
2019
|
|
gptkbp:developedBy
|
gptkb:NVIDIA
|
|
gptkbp:field
|
gptkb:machine_learning
computer vision
|
|
gptkbp:hasVersion
|
gptkb:StyleGAN2
gptkb:StyleGAN3
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
StyleGAN
|
|
gptkbp:input
|
latent vector
|
|
gptkbp:introducedIn
|
2018
|
|
gptkbp:license
|
gptkb:NVIDIA_Source_Code_License
|
|
gptkbp:notableConference
|
gptkb:CVPR_2019
|
|
gptkbp:notableFeature
|
control over image features
progressive growing
style mixing
|
|
gptkbp:notableFor
|
data augmentation
art generation
high-quality image generation
artificial face creation
deepfake generation
enabling high-resolution image synthesis
style-based generator architecture
|
|
gptkbp:notablePaperDOI
|
10.1109/CVPR.2019.00453
|
|
gptkbp:output
|
gptkb:illustrator
|
|
gptkbp:platform
|
gptkb:TensorFlow
gptkb:PyTorch
|
|
gptkbp:publishedIn
|
gptkb:arXiv
|
|
gptkbp:relatedTo
|
gptkb:BigGAN
gptkb:Progressive_GAN
|
|
gptkbp:repository
|
https://github.com/NVlabs/stylegan
|
|
gptkbp:trainer
|
gptkb:FFHQ
gptkb:LSUN
|
|
gptkbp:usedFor
|
image synthesis
face generation
|
|
gptkbp:bfsParent
|
gptkb:generative_adversarial_networks
gptkb:convolutional_neural_network
|
|
gptkbp:bfsLayer
|
5
|