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RFDB is difference with figure in the paper. #3

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GuideWsp opened this issue Sep 30, 2020 · 6 comments
Open

RFDB is difference with figure in the paper. #3

GuideWsp opened this issue Sep 30, 2020 · 6 comments

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@GuideWsp
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Finally, I found the code of the RFDB is not the same as the paper.

@njulj
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njulj commented Sep 30, 2020

The only difference is that we did not use big residual connections in RFDB, which we found is slightly better in the challenge

@GuideWsp
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Yes, I had try it as the paper, finally I got a 30.47dB on DIV2K-val(YCbCr), the psnr of your model is 30.49dB, they are very similar.
I just train it by L1, not finetune by L2.
Whatever, it is a very good job.

@scutlrr
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scutlrr commented Oct 13, 2020

Yes, I had try it as the paper, finally I got a 30.47dB on DIV2K-val(YCbCr), the psnr of your model is 30.49dB, they are very similar.
I just train it by L1, not finetune by L2.
Whatever, it is a very good job.

I also used the provided RFDN_AIM.pth file for testing, and the test result on DIV2K_val (only Y channel) was 30.517db. Maybe it is caused by the different calculation methods of psnr.

@aiyunhug
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唯一的区别是,我们在RFDB中没有使用大的残差连接,我们发现这在挑战中略好一些。

why is 'self.remaining_channels = in_channels' in class RFDB?

@Liiiiaictx
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@scutlrr 大佬,这个RFDN怎么基于EDSR框架训练的,需要把这个仓库的文件拷贝到EDSR仓库吗?其次RFDN的环境配置是什么样的?

@Liiiiaictx
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@aiyunhug 大佬,这个RFDN怎么基于EDSR框架训练的,需要把这个仓库的文件拷贝到EDSR仓库吗?其次RFDN的环境配置是什么样的?

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