Closed chaos5958 closed 6 years ago
Hello.
You can apply ResNet architecture to VDSR, too. (We did some experiments about this.)
I am not sure why your model fails, but I think feature 3 (skip connection) can make some problems.
If you try various types of residual connections, (like input image to output image like VDSR), I guess you can find appropriate design.
Thank you.
I have a question about EDSR network architecture.
I apply EDSR resblock on VDSR architecture.
Simply, all network architecture is almost same except 4 below features.
However, it doesn't well converge showing worse result than bicubic. I'm curious upsampling layer is important in EDSR style ResNet architecture.
I'm not sure there is flaw on my code, but I want to get some advice on your opinion.
Summary: Do you think EDSR ResNet architecture also apply well on VDSR style which doesn't use upsampling layer?
Thank you!