pksvision / deep-wavenet-underwater-image-restoration Goto Github PK

Dear sir,
I would like to ask if this 295 weight file has run 295 epochs, but the same epochs I trained myself did not have the same effect.What is the reason for this?

Seems like the googledrive link of the UIEB test set is invalid somehow, got a 404 error, could you please renew the google drive sharing?
checked several times it doesn't look like to be my own connecting problem.

Hi, sorry to bother.
I'm trying to implement the MSE (I followed the rmse formula in PSNR) but it always gives me high values. All the other evaluation terms give me correct results. Did you normalize any of the parameters or did you do anything else to achieve the results in Table 1?

HI
I am a Novice and trying to use your code for underwater images of other datasets. Can you guide me how to use your model for my datasets please with reference to coding.

HI, In UIEB dataset, I used your "checkpoints-netG_295.pt" to test the 90 images I selected many times, but the SSIM and PSNR were 0.91 and 25.37 respectively (0.80 and 21.57 in Table 2). So, can you share your selected test set? Or do I have a wrong understanding of the division of the data set? please!

Hi, In tabel Ⅳ, I calculated the value of PSNR and MSE , but I found it don't meet the formula : psnr=20*math.log10(255.0/rmse),do i have a wrong understanding of that?

Hi, In the UIEB dataset, did you resize the image when calculating SSIM and PSNR? If ''resize'' is done, what is the size?

In TABLE 2, Why is MSE so small?

Hello!
I want to know your video memory configuration during training and why my 11G video memory is always displayed out of memory during testing？

Dear sir,
I am going to cite your paper deep-waveNet, but I need the number of parameters and flops. I am getting around 2M parameters is it right?
Can you provide me the exact number of parameters and flops? It really helps me a lot...

Thanks & regards