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Fast neural radiance field training with free camera trajectories

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F2-NeRF

This repository has undergone significant changes from the original fork repository.

Acknowledgment

Besides LibTorch, this project is also built upon the following awesome libraries:

  • eigen for linear algebra computing
  • hydra for configuration

Some of the code snippets are inspired from instant-ngp, torch-ngp and ngp-pl. The COLMAP processing scripts are from multinerf. The example data ngp_fox is from instant-ngp.

Citation

Cite as below if you find this repository is helpful to your project:

@article{wang2023f2nerf,
  title={F2-NeRF: Fast Neural Radiance Field Training with Free Camera Trajectories},
  author={Wang, Peng and Liu, Yuan and Chen, Zhaoxi and Liu, Lingjie and Liu, Ziwei and Komura, Taku and Theobalt, Christian and Wang, Wenping},
  journal={CVPR},
  year={2023}
}

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  • Python 58.8%
  • C++ 26.7%
  • Cuda 9.9%
  • Shell 2.9%
  • CMake 1.6%
  • Dockerfile 0.1%