Gatys et al. neural style transfer

URI: https://gptkb.org/entity/Gatys_et_al._neural_style_transfer
GPTKB entity
Statements (31)
Predicate Object
gptkbp:instanceOf gptkb:algorithm
gptkbp:alsoKnownAs gptkb:Neural_Style_Transfer
gptkbp:application artistic image generation
creative AI
photo stylization
gptkbp:citation over 10,000
gptkbp:field gptkb:artificial_intelligence
computer vision
deep learning
https://www.w3.org/2000/01/rdf-schema#label Gatys et al. neural style transfer
gptkbp:impact popularized neural style transfer
gptkbp:input content image
style image
gptkbp:inspiredBy artistic style transfer
gptkbp:inventedBy gptkb:Alexander_S._Ecker
gptkb:Leon_A._Gatys
gptkb:Matthias_Bethge
gptkbp:lossFunction content loss
style loss
gptkbp:optimizedFor gradient descent
gptkbp:output stylized image
gptkbp:platform gptkb:VGG_network
gptkbp:publicationYear 2015
gptkbp:publishedIn gptkb:arXiv
gptkbp:relatedTo style transfer
image synthesis
deep dream
gptkbp:title gptkb:A_Neural_Algorithm_of_Artistic_Style
gptkbp:uses convolutional neural networks
gptkbp:bfsParent gptkb:Texture_Networks:_Feed-forward_Synthesis_of_Textures_and_Stylized_Images
gptkbp:bfsLayer 7