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Image restoration with neural networks but without learning.

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I'm using 2 computers to run your code (denoising, F16): 1. GTX745+PyTorch0.2.1+CUDA8.0 2. Tesla P40+PyTorch0.4.0+CUDA9.0 All the parameters I used are the default parameters in your code except I enlarge...

Thanks for sharing your works. When i am using your denoising code to denoise my image. I have a problem. Because there are some NaN pixels on my image. After...

Hi. Thanks for sharing your brilliant work. But I have trouble running inpainting code. I'm using python 2, pytorch 0.3.0. The error message is listed as following. I guess something...

Hi, I would like to try the super resolution on some old vintage photo (which is low resolution), what lines of code I should comment the downsampling? So I could...

For me the very last line of the sr_prior_effect notebook fails, but I'm not sure why. It gives an incorrect type error even through they are the same type (I...

Under the Python 3.5 get_image yet return pil_to_np result。 modify code > img_np = get_image(fname, imsize)[1] run successfully。

Hi, I wanted to make sure I understand the algorithm as this is different a bit from typical DNNs. Assume I have two images with similar in-painting on both and...

RuntimeError: cuda runtime error (2) : out of memory at /opt/conda/conda-bld/pytorch_1512387374934/work/torch/lib/THC/generic/THCStorage.cu:58 After googling a bit it seems like my GPU does not have enough memory to run the examples? Would...

For all example images+masks in the inpainting example, I get this error for CUDA: ```text RuntimeError: cuda runtime error (2) : out of memory at ~/pytorch/aten/src/THC/generic/THCStorage.cu:58 ``` and for `dtype...