frozoul/4K-NeRF

4K-NeRF on room-scale scenes

Opened this issue · 2 comments

barbararoessle commented

Hi,

Thanks for sharing the implementation of this great work!

I am interested in applying 4K-NeRF to real-world, room-scale scenes.

I am using the default parameters for the NeRF synthetic dataset and ensured, that the near/far plane and scene bounding box are set reasonably for my scene.
Do you have any recommendation of how to best set parameters for the room-scale setting?

I get the following test metrics and test renderings. In this dataset, the test views are pretty difficult, i.e., pretty far from the training views.

I am looking forward to your reply. Thanks a lot in advance!

  PSNR ↑ SSIM ↑ LPIPS ↓ KID ↓
Nerfacto 24.2 0.844 0.247 0.0661
4K-NeRF 21.9 0.829 0.249 0.0565

fine_last_012
fine_last_014
fine_last_002

XLR-man commented

Hi! Were you able to successfully run the code from the author's tutorial? I ran into some issues and couldn't run it successfully. Can you tell me your version of pytorch and cuda etc?

barbararoessle commented

Hi! Were you able to successfully run the code from the author's tutorial? I ran into some issues and couldn't run it successfully. Can you tell me your version of pytorch and cuda etc?

Hi, i'm using pytorch 2.0.1+cu117