PyTorch-Encoding-Layer

Deep TEN: Texture Encoding Network [arXiv]
Hang Zhang, Jia Xue, Kristin Dana

@article{zhang2016deep,
  title={Deep TEN: Texture Encoding Network},
  author={Zhang, Hang and Xue, Jia and Dana, Kristin},
  journal={arXiv preprint arXiv:1612.02844},
  year={2016}
}

If you would like to reproduce the texture recognition benchmark in the paper, please visit our original Torch implementation.

Installation

• Install PyTorch from source

  • Install PyTorch from source to the $HOME directory, you can follow the PyTorch tutorial.

• Install the package

  • Clone the repo

   git clone git@github.com:zhanghang1989/PyTorch-Encoding-Layer.git && cd PyTorch-Encoding-Layer

  • On Linux

   python setup.py install

  • On OSX

   MACOSX_DEPLOYMENT_TARGET=10.9 CC=clang CXX=clang++ python setup.py install