Skip to content

I've always been interested in Neural Style Algorithms, these are my implementations of the same.

License

Notifications You must be signed in to change notification settings

VamshikShetty/Neural-Style

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

46 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Neural Style Transfer

Neural Stlye is one attempt within deep learning to introduce art produced by Neural Networks. One style of this was introduced by Gatys et al in 2015 in the paper " A Neural Algorithm for Artistic Style", since then there has been a variety of attempts of introducing this style into other domains like photos, and designs. One other paradigm which came out farely recently was by helena sarin who introduced art by the use of GANs. Because of our interest in the intersection of art and Deep Learning, we learn and blog about neural art in our free time. We hope to start at the original paper and make our way through the confluence of papers which have been published since 2015. We ultimately plan to reach the recent papers and approaches to neural art.

Given below would be a small roadmap :

  1. Theory of Neural Style Transfer

  2. Implementation of Neural Style Transfer

  3. Additional Tweaks of the original paper like preserving color and a few improvements on the original paper.

  4. Masked Style Transfer

  5. Multiple Style Transfer.

  6. Texture Style Transfer

  7. Fast Neural Style Transfer

  8. Neural Style Transfer for Facial Portraits, Images.

  9. Neural Doodle

  10. Video Style Transfer

  11. Character Style Transfer

  12. GAN style generation of art.

TODO : Adding Links of the Papers to be read

About

I've always been interested in Neural Style Algorithms, these are my implementations of the same.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 100.0%