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contourgan-pytorch's Introduction

ContourGAN-PyTorch

ContourGAN implement using Pytorch

Continuous updating...

paper: https://www.sciencedirect.com/science/article/abs/pii/S0950705118304842

tensorflow Implement(Official ): https://github.com/sxdxedu/ContourGAN

ToDo list

  • try get as close as possible to the results of the paper...

    • fix the content loss for G (Crucial)
    • fix the Loss for adversarial loss (e,g, using wgan-gp etc..)
    • add Non-Maximum Suppression for image view
    • decoder conv bilinear interpolation init ... have not added now but refered in paper
    • normalize the input of Discriminator? now Original binary image
  • Enhancing Engineering

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contourgan-pytorch's Issues

Code Testing

Hey!, great implementation, but wanted to ask have you tested the code?
and if you have can you please tell the hyper-parameters you used and the results you got?

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