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IQA: Deep Image Structure and Texture Similarity Metric

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I think it is amazing! Can you provide the training code? Thank you!

hi, How do I run DISTS on Jetson nano? It gives me an error message "Illegal instruction (core dumped)" . Is it the Jetson nano architecture that doesn't support it?

Hi Keyan, super great work! I was wondering could you also provide the training code of DISTS?

What is the score range

Not an issue per se, more like a suggestion. I see you use pytorch pretrained vgg without correctly normalizing the image (all pytorch pretrained models assume the image was normalized...

It seems that `torchvision` needs to be included in the requirements list. I tried to create a conda environment with just pytorch and python3.7, but that didn't work. Conda environment...

Traceback (most recent call last): File "E:\Softwares\AI_Tools\Image_Quality_Assesment\DISTS\DISTS_pytorch\DISTS_pt.py", line 139, in score = model(ref, dist) File "D:\ProgramData\Anaconda3\envs\DISTS\lib\site-packages\torch\nn\modules\module.py", line 1130, in _call_impl return forward_call(*input, **kwargs) File "E:\Softwares\AI_Tools\Image_Quality_Assesment\DISTS\DISTS_pytorch\DISTS_pt.py", line 106, in forward xy_cov...

I used both: https://github.com/dingkeyan93/DISTS/commits/master/DISTS_pytorch/DISTS_pt.py (and) https://github.com/dingkeyan93/IQA-optimization/commits/master/IQA_pytorch/DISTS.py And the results are very different so which one is the official one? ![image](https://github.com/dingkeyan93/DISTS/assets/834518/c1b7ac74-4812-479a-84cc-5a33917489c7) (Folder name is irrelevant it is what I named my...

where can I download the texture database TQD and SynTEX?

I have spent hours and hours trying to figure out why DISTS does not work. It's because I was using mixed precision and it needs full 32 bit for whatever...