Install and Citations

Install from Source

  • Install PyTorch by following the PyTorch instructions.

  • Install from source

    • Clone the repo:

      git clone https://github.com/zhanghang1989/PyTorch-Encoding && cd PyTorch-Encoding
      
    • On Linux:

      python setup.py install
      
    • On Mac OSX:

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

Citations

Note

If using the code in your research, please cite our papers.

  • Hang Zhang, Kristin Dana, Jianping Shi, Zhongyue Zhang, Xiaogang Wang, Ambrish Tyagi, Amit Agrawal. “Context Encoding for Semantic Segmentation” The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018:

    @InProceedings{Zhang_2018_CVPR,
    author = {Zhang, Hang and Dana, Kristin and Shi, Jianping and Zhang, Zhongyue and Wang, Xiaogang and Tyagi, Ambrish and Agrawal, Amit},
    title = {Context Encoding for Semantic Segmentation},
    booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    year = {2018}
    }
    
  • Hang Zhang, Jia Xue, and Kristin Dana. “Deep TEN: Texture Encoding Network.” The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017:

    @InProceedings{Zhang_2017_CVPR,
    author = {Zhang, Hang and Xue, Jia and Dana, Kristin},
    title = {Deep TEN: Texture Encoding Network},
    booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {July},
    year = {2017}
    }