nerf-pytorch

A PyTorch re-implementation of Neural Radiance Fields (by krrish94)

Nerf-pytorch Alternatives

Similar projects and alternatives to nerf-pytorch

  • nerf-pytorch

    A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

  • pytorch-nerf

    Minimal PyTorch implementations of NeRF and pixelNeRF.

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nerf-pytorch reviews and mentions

Posts with mentions or reviews of nerf-pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-06.
  • [P] Minimal PyTorch implementation of NeRF. Full model implementation and training code in 320 lines.
    4 projects | /r/MachineLearning | 6 Feb 2022
    While there are other PyTorch implementations out there (e.g., this one and this one), I personally found them somewhat difficult to follow, so I decided to do a complete rewrite of NeRF myself. I tried to stay as close to the authors' text as possible, and I added comments in the code referring back to the relevant sections/equations in the paper. The final result is a tight 374 lines of heavily commented code (320 sloc—"source lines of code"—on GitHub) all contained in a single file. For comparison, this PyTorch implementation has approximately 970 sloc spread across several files, while this PyTorch implementation has approximately 905 sloc. A Colab notebook for the full model can be found here.

Stats

Basic nerf-pytorch repo stats
1
845
0.0
almost 3 years ago

krrish94/nerf-pytorch is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

The primary programming language of nerf-pytorch is Python.


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