kalpeshjp89/chasnet

Official code of "Channel Split Convolutional Neural Network (ChaSNet) for Thermal ImageSuper-Resolution"

chasnet's Issues

The link has expired.

Hi, the link of the pre-trained model for the track-1 (i.e. scaling of x4) has expired.
Can you update the download link please？
Thanks a lot.

how to get the function networks.define_F

The code under the X2 folder seems incomplete

Dataset link

where can i find the dataset link?

I am trying your code for a sample super resolution. I'm feeding CHW images for now, where C=3. I've also tried to give C=1 images because thermal images are usually single channel. but the model is complaining about that. so i somehow made it 3 channel, but still its not working.

visuals["SR"] comes up as

tensor([[[nan, nan, nan,  ..., nan, nan, nan],
         [nan, nan, nan,  ..., nan, nan, nan],
         [nan, nan, nan,  ..., nan, nan, nan],
         ...,
         [nan, nan, nan,  ..., nan, nan, nan],
         [nan, nan, nan,  ..., nan, nan, nan],
         [nan, nan, nan,  ..., nan, nan, nan]],

        [[nan, nan, nan,  ..., nan, nan, nan],
         [nan, nan, nan,  ..., nan, nan, nan],
         [nan, nan, nan,  ..., nan, nan, nan],
         ...,
         [nan, nan, nan,  ..., nan, nan, nan],
         [nan, nan, nan,  ..., nan, nan, nan],
         [nan, nan, nan,  ..., nan, nan, nan]],

        [[nan, nan, nan,  ..., nan, nan, nan],
         [nan, nan, nan,  ..., nan, nan, nan],
         [nan, nan, nan,  ..., nan, nan, nan],
         ...,
         [nan, nan, nan,  ..., nan, nan, nan],
         [nan, nan, nan,  ..., nan, nan, nan],
         [nan, nan, nan,  ..., nan, nan, nan]]])

which shouldn't be the case.

where am i going wrong ?

how to add noise?

how to degrading by Additive White Gaussian Noise?
where those code?

where can I download the datasets?

Excuse me, where can I download the dataset used in this project? Could you give me a download link?