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Neural-Style-Transfer

This project implements the algorithm proposed in "A Neural Algorithm of Artistic Style" by Gatys et al. as well as a user-friendly GUI for running the algorithm.

GUI Image

Requirements

  1. Python version 3.7 or higher installed.
  2. Installation of required modules.
    • To install the required modules, run "python -m pip install -r requirements.txt"

Run Neural-Style-Transfer

You can start the application by running "python testgui.py"

Citations

  1. Gatys, Leon A., Alexander S. Ecker, and Matthias Bethge. "A neural algorithm of artistic style." arXiv preprint arXiv:1508.06576 (2015).
  2. "File:Mona Lisa, by Leonardo da Vinci, from C2RMF retouched.jpg." Wikimedia Commons, the free media repository. 11 May 2021, 05:33 UTC. 14 May 2021, 06:15 https://commons.wikimedia.org/w/index.php?title=File:Mona_Lisa,_by_Leonardo_da_Vinci,_from_C2RMF_retouched.jpg&oldid=559531005.
  3. "File:Van Gogh - Starry Night - Google Art Project.jpg." Wikimedia Commons, the free media repository. 5 May 2021, 21:52 UTC. 14 May 2021, 06:16 https://commons.wikimedia.org/w/index.php?title=File:Van_Gogh_-_Starry_Night_-_Google_Art_Project.jpg&oldid=558159492.

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This project implements the algorithm proposed in "A Neural Algorithm of Artistic Style" by Gatys et al. as well as a user-friendly GUI for running the algorithm.

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