DiscoGAN_webservice

Prerequisites

DiscoGAN

• Python3
• PyTorch
• Numpy/Scipy
• OpenCV
• Cuda 9.0 (현재 저장된 model은 cuda을 이용함)

Server

• Apache
• PHP

Execution

• Website

  • index.html : image를 upload하면 server에 저장하고 upload.php 실행
  • upload.php : load_image.py를 실행시켜 DiscoGAN으로 image 변환 후 저장 및 출력

• Python
  

    $ python load_image.py [input_file path] [result_folder path] [dataset kind(A or B)]
  

Reference

Official paper : https://arxiv.org/pdf/1703.05192.pdf
Official implement : https://github.com/SKTBrain/DiscoGAN