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Implementation of interesting papers

License: MIT License

Python 100.00%
deep-learning style-transfer pytorch pytorch-implementation paper-implementations

a_neural_algorithm_of_artistic_style's Introduction

A Neural Algoritm of Artistic Style

Pytorch reproduction of the paper "A Neural Algoritm of Artistic Style". Some improvements are made by adopting ideas from "A Learned Representation for Artistic Style"

  1. Zero-padding is replaced with mirror-padding.
  2. Transposed convolution is replaced with up-sampling and covolution.

Dependencies

python 3.6.5
pytorch 0.4.1.post2

Usage

python main.py

You can run your own experiment by giving parameters manually.

Results

Original content image (Cape Manzamo, Okinawa, Japan):

Original Content Image

Style image:

Style Image

Resulting image (after 49 iterations):

Resulting Image

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