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Hypernerf Practice

Huggingface Link

This README contains overview on applyiing several custom scenes to reproduce the hypernerf project.

  • hand
  • dvd
  • tomato-mark

hand

most successful one, trained extensively on V100

interpolation: Image 1 novelview: Image 2

PSNR:
coarse metrics: metric/psnr≈31.7468
fine metrics: metric/psnr≈32.5462

dvd

not so great

interpolation & novelview: Image 3

PSNR:
coarse metrics: metric/psnr≈
fine metrics: metric/psnr≈

tomato-mark

more artifacts

interpolation: Image 4 PSNR:
coarse metrics: metric/psnr≈
fine metrics: metric/psnr≈

reproduction steps

Due to deprecation, the hypernerf project doesn't work out of the box.
We need code modifications to the environments, dependencies set up and rendering part.
For this reproduction, I only used the notebooks.
The provided instructions below are guaranteed to work.
Click to reproduction steps

Dataset Download:

All in one:
https://huggingface.co/datasets/xieyizheng/hypernerf_custom_scenes/resolve/main/custom_scenes_all.zip

Separately:
https://huggingface.co/datasets/xieyizheng/hypernerf_custom_scenes/tree/main

language:

  • en

thumbnail:

tags:

license:

datasets:

metrics: