Check out the paper: https://link.springer.com/article/10.1007/s11263-023-01829-3
This repo contains the code for Pyramid NeRF, more installation details refer to KiloNeRF: https://github.com/creiser/kilonerf
- OS: Ubuntu 16.04.1 LTS
- GPU: >= NVIDIA GTX 2080 Ti
- Python package manager
conda
To generate multiscale image datasets run:
python generate_data.py
Note that camera intrinsics and extrinsics can be copied from the original dataset, f, cx and cy decrease proportionally.
To benchmark a trained model run:
bash benchmark.sh
You can launch the interactive viewer by running:
bash render_to_screen.sh
To train a model yourself run
bash Chair_train.sh
The default dataset is Synthetic_NeRF_Chair
, you can adjust the dataset by
setting the dataset variable in the respective script.