top of page
Search

Artistic Style Transfer (using Deep Learning)

  • Writer: Vincent Toscano
    Vincent Toscano
  • Aug 9, 2016
  • 1 min read

Updated: Apr 9, 2020


I was curious about how researchers were using Deep Neural Networks in the context of creative work. When I discovered a paper on Artistic Style Transfers, I knew I had to give it a try. The above image is my attempt at applying the artistic style of Claude Monet to a wonderfully composited image from the the magicians at ILM for the movie "The Phantom Menace" (a film I spent a number of years working on in R&D.)

To achieve the above image the software implementation uses neural representations to separate and recombine content and style of arbitrary images. The implementation is from this gentleman's work: artistic-style-transfer

He provides an implementation based on a paper from Cornell and using the libraries from Berkeley's Vision and Learning Center. The inputs I provide (from right to left) would be the style and content source images, with the last image being the output from the technique.

 
 
 

Comments


© 2020 Vinca; © 2020 zSpace, Inc; © 2020 Machine Zone, Inc; © 2020 Gree Int., Inc; © 2020 Square Enix Co., Ltd; © 2020 Warner Brothers; © 2020 Lucas Film; © 2020 Paramount Pictures; All rights reserved.

  • Grey LinkedIn Icon
bottom of page