Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

About LOLv2_real configuration #16

Open
Sttrr opened this issue Mar 22, 2024 · 5 comments
Open

About LOLv2_real configuration #16

Sttrr opened this issue Mar 22, 2024 · 5 comments

Comments

@Sttrr
Copy link

Sttrr commented Mar 22, 2024

Hello, we use the config file in the folder 'options/train/LOLv2_real.yml' to retrain the model, but the results obtained are a little worse than the ones presented in the paper. I dont know what i did wrong, Can you give me some help? my dataset and config with the results are presented below:
捕获
捕获2
捕获3

@wangchx67
Copy link
Owner

wangchx67 commented Mar 25, 2024

Hello,

Apologies for the delayed response. I've cloned the repository and retrained the model locally, and it successfully achieves the similar results outlined in the paper. You may wish to experiment with setting the GT_size and LQ_size to 384. Additionally, the seed used for my reproduction is 7335, so you can try to set your manual_seed to 7335 as well.

Besides, you also can directly use our pre-trained model in ./pre-trained/lol2-real.pth.

Best regards,

@Sttrr
Copy link
Author

Sttrr commented Mar 25, 2024

Thans for your response,

I modified the GT_size and random seed as you suggested, and it did improve. However, it is still a little worse than the results outlined in the paper. My best results were around 20000 iterations and slightly lower thereafter. Is that normal? I want to use your network in my work so i hope to retrain it. Can you send me your training log? It will be useful for me. My Gmail address is [email protected]
捕获

@wangchx67
Copy link
Owner

please check your email

@Newbie-v
Copy link

Could you please send me a copy of the training logs? Thank you.My Gmail address is [email protected]

请检查您的电子邮件

@wangchx67
Copy link
Owner

wangchx67 commented Mar 26, 2024 via email

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

3 participants