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SynTex: Synthesize Textures Using Deep Neural Networks

Installation

Prerequisites

This project requires the following dependencies

  • python=3.6
  • tensorpack=0.9.8
  • tensorflow=1.12
  • python bindings for opencv

Installation

Clone this project

git clone https://github.com/swift-n-brutal/syntex.git

Add the path that contains this project (e.g. path/to/syntex) to your PYTHONPATH

export PYTHONPATH=$PYTHONPATH:path/to

Methods

An optimization based method proposed by Gatys et al. fig-gatys

Fast Texture Synthesis via Pseudo Optimizer. Paper fig-po