avinabsaha / reiqa Goto Github PK

Thanks for sharing your very interesting work!

I have encountered an installation issue from requirements.txt:

ERROR: No matching distribution found for sklearn==1.1.3

Changing sklearn==1.1.3 to scikit-learn==1.1.3, solved it.
So, I am suggesting updating requirements.txt to prevent this error for future installations.

Thanks again for the great work!
Kind Regards,
Joao

Good work！I'm interested in your work！and I'd like to ask a question that I hope will be answered. My understanding is that the relationship between the two features and the quality score should be non-linear. Why is a linear regression recommended? And can you please share your regressor code?

Hi, thanks for sharing this beautiful work! I don't have different nodes, could you help to offer a script to train model on a single server with multiple GPUs? :)

The paper seems to use linear regression to map the pre-trained embeddings to the visual quality. I am wondering if it is right to call it unsupervised learning for image quality estimation?

Hi, thanks for your sharing of the code.
I found the test_options.py in the current code,
but I cannot find a test code with a trained model
(only training code provided)

Could you please provide more detailed information on how you obtained the VOC dataset? It seems like you downloaded the VOC2012 dataset from the link you shared. You appear to have used the data inside the 'JPEGImages' folder. However, that folder contains only 17,125 images, while you seem to have used a total of 33,260 images. How did you obtain the remaining images? For example, files like '2008_000001.jpg' cannot be found in any folder. It would be greatly appreciated if you could clarify this.