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frozoul / 4K-NeRF

Official implementation of arxiv paper "4K-NeRF: High Fidelity Neural Radiance Fields at Ultra High Resolutions"
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4K-NeRF on room-scale scenes #18

Open barbararoessle opened 1 year ago

barbararoessle commented 1 year ago

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 1 year ago

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 1 year ago

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