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when I removed the discriminator I found the results GTA5->Cityscapes degraded by 1% only

Open MoHassoubah opened this issue 4 years ago • 1 comments

Hi, First, thanks for your paper and your contribution and making you work available to everyone to benefit from it.

I trained the network (GTA5->Cityscapes vanilla gan) without backpropagating the adversial loss in the generator, this way image and I got these validation results without the discriminator (max mIOU=41.79) orignal network performance without discriminator (with low disc loss)

and these are the validation results with the discriminator effect (max mIOU=42.45) orignal network performance -with- discriminator

the number on the left are the number of iteration at which the weights were saved and the numbers on the right are the mIOU at each weights snapshot

I find the discriminator effect is little is that normal? or it should improve the results more than that?

MoHassoubah avatar Jan 08 '21 12:01 MoHassoubah

Hello @wasidennis would you please answer my question

MoHassoubah avatar Jan 22 '21 00:01 MoHassoubah