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I want to ask that why my generator seems to generate a same output picture in some epoch. The loss function remains a relatively stable value? Is it a mode collapse? Is thera anyone can tell me how to handle with it. Thanks for your replies!
The text was updated successfully, but these errors were encountered:
@tianjilong123 Hello! I have the same problem, tell me, did you manage to solve it?
I didn't continue using this code. But I guess, maybe the size of the patch doesn't match the input images, too big or too small, which cauesed the output focus on a local feature.
@tianjilong123 Interestingly, I now have the same assumptions about the size of the patch. I'm trying to apply the texture of real fields to a field from the simulator. For the first 50 epochs, the generator tries to preserve the structure of the image from the simulator, but then something strange happens - the generator simply recreates the original field image, ignoring the structure.
I want to ask that why my generator seems to generate a same output picture in some epoch. The loss function remains a relatively stable value? Is it a mode collapse? Is thera anyone can tell me how to handle with it. Thanks for your replies!
The text was updated successfully, but these errors were encountered: