the Science | the Sea and I (motion stills)
the Science: the Sea and I (stills) by the denial.of.service
the Science: the Sea and I (official video stills) created by the denial.of.service ©2017
/ MethLab Recordings ©2017

* full-on motion piece is completed & will go live in a few weeks according to the record label's release schedule *

*** this is, largely, a practical implementation of several techniques as described in the following papers:
Neural Style-Transfer Using Convolutional Neural-Networks by Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
 
http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Gatys_Image_Style_Transfer_CVPR_2016_paper.pdf
Artistic Style Transfer for Videos by Manuel Ruder, Alexey Dosovitskiy, Thomas Brox
https://arxiv.org/abs/1604.08610
A Neural Algorithm of Artistic Style by Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
https://arxiv.org/abs/1508.06576
Preserving Color in Neural Artistic Style Transfer by Leon A. Gatys, Matthias Bethge, Aaron Hertzmann, Eli Shechtman
https://arxiv.org/abs/1606.05897
- deep-matching DeepFlow algorithm by Philippe Weinzaepfel, Jerome Revaud, Zaid Harchaoui,Cordelia Schmid
https://thoth.inrialpes.fr/src/deepflow
- original Tensorflow implementation by Smith, Cameron (cysmith ©2016-17
https://github.com/cysmith/neural-style-tf)

*** all machine-learning code customisations, neural-training, custom styles, deep-flow/optical-flow calculation & artistic neural-style transfer by the denial.of.service ©2017

*** (modded) sonification & RGB-reactive pastiche (P55) code originally courtesy of Tomasz Sulej / https://github.com/tsulej

_ddos :
_the.science :
_methlab :

                       
the Science | the Sea and I (motion stills)
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797
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Published:

the Science | the Sea and I (motion stills)

music video created via the implementation of custom artistic neural-style transfer
58
797
7
Published:

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