MrGiovanni / ModelsGenesis

[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis
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Pretrain model converge to one value #25

Open Tianyangg opened 4 years ago

Tianyangg commented 4 years ago

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

akiliyiu commented 3 years ago

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

MrGiovanni commented 3 years ago

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