Plenoptic PNG: Real-Time Neural Radiance Fields in 150 KB

This repository contains source code for training and visualizing the PPNG.

Technical Report

Plese refer to Arxiv for technical details of this work.

Training

Please refer to the training repository also available at submodules/ppng-trainer for detail.

Visualizing

Please refer to the viewer repository also available at submodules/ppng-viewer for detail.

Pre-trained weights

Please visit https://jyl.kr/ppng for the demo with the pretrained scenes.

Citation

If you like our work, please cite:

@misc{lee2024ppng,
      title={Plenoptic PNG: Real-Time Neural Radiance Fields in 150 KB}, 
      author={Jae Yong Lee and Yuqun Wu and Chuhang Zou and Derek Hoiem and Shenlong Wang},
      year={2024},
      eprint={2409.15689},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2409.15689}, 
}