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Question about Upsampling layer input

Open Excelsiorwu opened this issue 5 years ago • 3 comments

Hello,I can not find 'long skip' in the Up-sampling process ,which your paper has mentioned. i wonder that the Up-sampling process only take the output of dense encoder without long skip from the front layers. in your paper image project just take X for input up0 = UpSampling2D(size=(2,2))(x) conv_up0 = Conv2D(768, (3, 3), padding="same", kernel_initializer="normal", name = "conv_up0")(up0)

Excelsiorwu avatar Jun 08 '19 07:06 Excelsiorwu

I attach two version of code. One is densenet and the other is denseunet, you can try two different version. The result difference is not very large.

xmengli avatar Jul 08 '19 02:07 xmengli

Thank you for your reply,I also find that 'long skip' do not play an important role in decoder process

Excelsiorwu avatar Jul 29 '19 07:07 Excelsiorwu

Which dataset do you use? I find it depends.

xmengli avatar Jul 29 '19 08:07 xmengli