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rogertrullo avatar rogertrullo commented on June 19, 2024

Hi @John1231983 , yes it is the same idea of that paper. A difference is that in the discriminator I only use the output of the generator. In the mentioned paper they concatenate the output of the generator with the input image. My first experiments didn't show improvements, but I didn't
try to hard finding the right params, and neither I tried using the concatenation as in the original paper. It should be easy to add to the current code though.

from tensorflow_medical_images_segmentation.

John1231983 avatar John1231983 commented on June 19, 2024

Me too. I did not see any improvement when ran the GAN+FCN and FCN only.

from tensorflow_medical_images_segmentation.

John1231983 avatar John1231983 commented on June 19, 2024

Hi @rogertrullo: Do you have any update results? I am wondering about the benefit of GAN for segmentation

from tensorflow_medical_images_segmentation.

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