Pytorch-nerf Alternatives
Similar projects and alternatives to pytorch-nerf
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pytorch-nerf reviews and mentions
Posts with mentions or reviews of pytorch-nerf.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-02-06.
- Minimal PyTorch implementation of NeRF. Full model implementation and training code in 320 lines. (r/MachineLearning)
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[P] Minimal PyTorch implementation of NeRF. Full model implementation and training code in 320 lines.
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 pytorch-nerf repo stats
3
226
1.8
11 months ago
airalcorn2/pytorch-nerf is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of pytorch-nerf is Python.
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