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

A question on LSRW dataset #15

Open
wangsen99 opened this issue Mar 28, 2024 · 2 comments
Open

A question on LSRW dataset #15

wangsen99 opened this issue Mar 28, 2024 · 2 comments

Comments

@wangsen99
Copy link

Hello, thank you for the great work on this topic.
I found your paper said: `` We train and test the model on LSRW dataset, which contains 1000 low-light-normal-light image pairs for training and 50 pairs for evaluation. '' But the LSRW I downloaded has about 5000+ image pairs for training including Huawei and Nikon. I'm so confused, hope to receive your reply.

@Dicardo
Copy link
Collaborator

Dicardo commented Mar 29, 2024

Thank you very much for your interest in our work. In our study, while the LSRW dataset indeed contains over 5000+ image pairs, including both Huawei and Nikon images, we intentionally selected a subset of 1000 image pairs for our training set due to our limited hardware devices. For evaluation purposes, we used the entire set of 50 image pairs as specified in the paper to ensure that our results are comparable across different methods and to maintain a standard benchmark for evaluation. We believe that the performance could be further improved if we had the opportunity to train with the complete dataset.

BTW, if you find our work helpful, we would be honored if you consider citing it :)

@wangsen99
Copy link
Author

wangsen99 commented Mar 30, 2024

Thank you for the kind response, and it solved my confusion.
Best wishes! ^_^

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

2 participants