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Artisto: стилизация изображений и видео при помощи нейронных сетей Андрей Калинин, руководитель проекта Поиск

Андрей Калинин — Mail.Ru Group — ICBDA2016

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Artisto: ,

Artisto

. . .

VGG-16

Davi Frossard, VGG in TensorFlow, http://www.cs.toronto.edu/~frossard/post/vgg16/

Visualizing and Understanding Convolutional Networks, 2013Matthew D. Zeiler, Rob Fergus, https://arxiv.org/pdf/1311.2901v3.pdf

Layer 2

Layer 3

Layer 4

Deep Inside Convolutional Networks, 2014

Karen Simonyan, Andrea Vedaldi, Andrew Zisserman, https://arxiv.org/pdf/1312.6034.pdf

A Neural Algorithm of Artistic Style, 2015

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge; http://arxiv.org/pdf/1508.06576v2.pdf

A Neural Algorithm of Artistic Style, 2015

Perceptual Losses for Real-Time Style Transfer and Super-Resolution, Mar 2016,Justin Johnson, Alexandre Alahi, Li Fei-Fei, http://arxiv.org/pdf/1603.08155v1.pdf

? : , . .. , . , .

Texture Networks: Feed-forward Synthesis of Textures and Stylized Images, 2016

Perceptual Losses for Real-Time Style Transfer and Super-Resolution, 27 Mar 2016,Justin Johnson, Alexandre Alahi, Li Fei-Fei, http://arxiv.org/pdf/1603.08155v1.pdf

Texture Networks: Feed-forward Synthesis of Textures and Stylized Images, 2016

Texture Networks: Feed-forward Synthesis of Textures and Stylized Images,Dmitry Ulyanov, Vadim Lebedev, Andrea Vedaldi, Victor Lempitsky, 10 Mar 2016, http://arxiv.org/pdf/1603.03417v1.pdf

NVidia GTX 1080 TitanX.Torch.5-6 .25ms . 3 . .

Artisto . . . .

!? [email protected]