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NeRFICG

A flexible Pytorch framework for simple and efficient implementation of neural radiance fields and rasterization-based view synthesis methods.

Python PyTorch CUDA OS License: MIT

Welcome to the NeRFICG project page!

NeRFICG is a flexible PyTorch framework for simple and efficient implementation and evaluation of neural radiance fields and rasterization-based view synthesis methods, including a GUI for interactive rendering.

Project structure

This project consists of multiple subrepositories. Check out the main repository as a starting point for further instructions.

Standalone Methods

  • HTGS - A perspective-correct and view-consistent approach for 3D Gaussian splatting accelerated through hybrid transparency.
  • DNPC - An efficient high-quality method for dynamic scene reconstruction from monocular video.
  • INPC - A method for high-quality novel view synthesis that uses an implicit volumetric model in combination with fast neural point rendering.
  • MoNeRF - An extremely fast neural radiance field approach for monocularized sequences like the D-NeRF dataset.

License and Citation

This framework is licensed under the MIT license.

If you use this project in your research code, please consider citing it:

@software{nerficg,
    author = {Kappel, Moritz and Hahlbohm, Florian and Scholz, Timon},
    license = {MIT},
    month = {1},
    title = {NeRFICG},
    url = {https://github.com/nerficg-project},
    version = {1.0},
    year = {2025}
}

Pinned Loading

  1. nerficg nerficg Public

    The ICG Neural Radiance Fields and Novel View Synthesis Framework.

    Python 13

  2. icgui icgui Public

    Graphical User Interface for the NeRFICG framework

    Python 5

  3. cuda-utils cuda-utils Public

    Cuda Utilities for the NeRFICG framework.

    Cuda 5

Repositories

Showing 6 of 6 repositories
  • HTGS Public

    Official code release for "Efficient Perspective-Correct 3D Gaussian Splatting Using Hybrid Transparency"

    nerficg-project/HTGS’s past year of commit activity
    Cuda 96 MIT 9 0 0 Updated Apr 10, 2025
  • .github Public

    NeRFICG README

    nerficg-project/.github’s past year of commit activity
    1 MIT 0 0 0 Updated Mar 22, 2025
  • INPC Public

    Official code release for "INPC: Implicit Neural Point Clouds for Radiance Field Rendering"

    nerficg-project/INPC’s past year of commit activity
    Cuda 9 MIT 0 0 0 Updated Mar 21, 2025
  • nerficg Public

    The ICG Neural Radiance Fields and Novel View Synthesis Framework.

    nerficg-project/nerficg’s past year of commit activity
    Python 13 MIT 0 0 0 Updated Mar 6, 2025
  • cuda-utils Public

    Cuda Utilities for the NeRFICG framework.

    nerficg-project/cuda-utils’s past year of commit activity
    Cuda 5 MIT 0 0 0 Updated Mar 6, 2025
  • icgui Public

    Graphical User Interface for the NeRFICG framework

    nerficg-project/icgui’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Mar 6, 2025

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