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Pretrain model converge to one value

Open Tianyangg opened this issue 3 years ago • 2 comments

Hello,

First thanks for your amazing work. I am training my own genesis network Using lung CT scans. The patches generated includes a reasonable amount of Lung part while when training with Genesis_Chest_CT, the output of the network will learn one single value for all pixels, any idea why this happened?

Thanks,

Tian

image

Tianyangg avatar Jul 20 '20 06:07 Tianyangg

I have the same problem here. Did you find the solution?

akiliyiu avatar Dec 02 '20 02:12 akiliyiu

Hi @akiliyiu and @Tianyangg

I need more details to resolve this issue. Would you please send me an email so that we can arrange a time to look into your implementation?

Thanks, Zongwei

MrGiovanni avatar Dec 02 '20 16:12 MrGiovanni