Hypernerf Practice
This README contains overview on applyiing several custom scenes to reproduce the hypernerf project.
- hand
- laptop
- dvd
- tomato-mark
hand
most successful one, trained intensively on V100, I cropped out wobbly artifacts from top
interpolation:
novelview:
PSNR:
coarse metrics: metric/psnr≈31.7468
fine metrics: metric/psnr≈32.5462
laptop
more wobbly artifacts, trained intensively on V100
interpolation:
dvd
not so great, raw capture is not well set. too short, and "time" has been "associated" with viewing angle by the model.
interpolation & novelview:
PSNR:
coarse metrics: metric/psnr≈27.1150
fine metrics: metric/psnr≈28.6814
tomato-mark
more wobbly artifacts, similar to that of the hand scene, but more intense, I assume caused by either camera registration error or hypernerf's natural artifact.
interpolation:
PSNR:
coarse metrics: metric/psnr≈27.5819
fine metrics: metric/psnr≈27.9282
reproduction steps
Due to deprecation, the hypernerf project doesn't work out of the box.
I had to modify dependencies, then minor tweaks at rendering part.
For this reproduction, I only used the notebooks.
The provided instructions below are tested to work.
Click to reproduction steps
Dataset&checkpoint Download:
Separately:
https://huggingface.co/datasets/xieyizheng/hypernerf_custom_scenes/tree/main
language:
- en
thumbnail:
tags:
license:
datasets:
metrics: