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Neural-Artistic-Style-Video-

Implementation of Neural Style Transfer on Video.

Contributers : Fenil Doshi, Rohan Pooniwala, Rohit Saha, Raghav Gupta

Neural Artistic Style Implementation

We mainly used the following research papers to implament Neural Artistic Style

And also took help from the repository Neural-Style-Transfer

Guide

We are using Keras 1.2.1 with Tensorflow backend Using CUDA on Windows 10. But it should work in Linux with/without CUDA using same keras version.

There are 3 files:

Speed

On a 1070 Laptop GPU, the time required for each epoch depends on mainly image size (gram matrix size) :

  • For a 400x400 gram matrix, each epoch takes approximately 7-9 seconds.
  • For a 512x512 gram matrix, each epoch takes approximately 15-16 seconds.
  • For a 600x600 gram matrix, each epoch takes approximately 23-25 seconds.

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Implementation of Neural Style Transfer on Video

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