Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
artificial intelligence technique
|
| gptkbp:application |
augmented reality
photo editing art creation video stylization |
| gptkbp:can_be_implemented_with |
gptkb:TensorFlow
gptkb:PyTorch |
| gptkbp:citation |
A Neural Algorithm of Artistic Style (Gatys et al., 2015)
|
| gptkbp:field |
computer vision
deep learning |
| gptkbp:firstPublished |
2015
|
| https://www.w3.org/2000/01/rdf-schema#label |
Neural Style Transfer
|
| gptkbp:input |
content image
style image |
| gptkbp:inspiredBy |
human visual perception
|
| gptkbp:loss_function |
content loss
style loss total variation loss |
| gptkbp:output |
stylized image
|
| gptkbp:proposedBy |
Leon Gatys
|
| gptkbp:purpose |
image style transformation
|
| gptkbp:relatedTo |
image synthesis
artistic image generation arbitrary style transfer fast neural style transfer |
| gptkbp:type |
optimization-based
|
| gptkbp:uses |
convolutional neural networks
|
| gptkbp:bfsParent |
gptkb:AI_artists
|
| gptkbp:bfsLayer |
7
|