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98mxr / GMFSS_union

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

Pretrained models identical? #7

Open noobtoob4lyfe opened 1 year ago

noobtoob4lyfe commented 1 year ago

Hi I noticed that the 2 pretrained models you shared have contents that are the exact same sizes. Are they really different in some way?

image

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.