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texture-synthesis-nonparametric-sampling's Introduction

Texture Synthesis

Based on "Texture Synthesis with Non-Parametric Sampling" paper by Alexei A. Efros and Thomas K. Leung

There are 2 versions: Python and Houdini

Python

For Python version you would need:

  • Python 3.7
  • Jupyter Notebook (my version is 5.6.0)
  • Numpy (my version is 1.15.1)
  • Matplotlib (2.2.3)
  • Scipy (1.1.0)
  • Skimage (0.14.0)
  • imageio (2.4.1) (if you want to make a GIF :))
  • PIL (5.2.0)

To start, open the Jupyter Notebook file "Texture Synthesis", and follow the instructions :)

Houdini

For Houdini:

  • Houdini 17 (might work with earlier versions, haven't tried)

To start, open TextureSynthesis<...>.hipnc file and follow the instructions inside (they are scarce, but present) Use this file at your own risk :D WARNING: it's very very slow! (you might wanna use it on smaller images...) and the results are less nice that the Python version

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texture-synthesis-nonparametric-sampling's Issues

AttributeError: module 'matplotlib' has no attribute 'pyplot

Hey there, I exported a .py version of the IPYNB and am running the texture synthesis on Windows in the powershell like:
python texturesynthesis2.py
But im running into this error. I can't for the life of me figure out how to fix the issue.
I tried putting import matplotlib.pyplot as plt in the main texturesynthesis.py under import matplotlib but this does not change anything.

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