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98mxr / GMFSS_union

High Performance GMFSS with RIFE and GAN
MIT License
24 stars 4 forks source link

Question #5

Closed dillfrescott closed 1 year ago

dillfrescott commented 1 year ago

What is the difference between the two models: prototype_wgan and prototype_vanillagan?

98mxr commented 1 year ago

The two models are slightly different in training, vanillagan uses GAN Type=gan and wgan has GAN Type=wgan. We now believe that in practice prototype_vanillagan can produce a slight blur to counteract erroneous textures without losing the overall sharpness, while prototype_wgan is more sharp in all frames. I'm told that prototype_wgan has some slight color variations in some scenes due to some mistakes I made when training wgan, but this doesn't seem to be a serious problem.

dillfrescott commented 1 year ago

Gotcha. Thank you so much for the info!!!

dillfrescott commented 1 year ago

Id say this has been completed!