Jonáš Kulhánek
f4064aa593
* Add Tetra-NeRF to the docs * Add memory requirements + different model configurations
1.8 KiB
Methods
We provide a set of pre implemented nerfstudio methods.
The goal of nerfstudio is to modularize the various NeRF techniques as much as possible.
As a result, many of the techniques from these pre-implemented methods can be mixed 🎨.
Running a method
It's easy!
ns-train {METHOD_NAME}
To list the available methods run:
ns-train --help
Implemented Methods
The following methods are supported in nerfstudio:
:maxdepth: 1
NeRF<nerf.md>
Mip-NeRF<mipnerf.md>
Nerfacto<nerfacto.md>
Instant-NGP<instant_ngp.md>
Instruct-NeRF2NeRF<in2n.md>
LERF<lerf.md>
Semantic NeRF-W<semantic_nerfw.md>
Tetra-NeRF <tetranerf.md>
(own_method_docs)=
Adding Your Own Method
If you're a researcher looking to develop new NeRF-related methods, we hope that you find nerfstudio to be a useful tool. We've provided documentation about integrating with the nerfstudio codebase, which you can find here.
We also welcome additions to the list of methods above. To do this, simply create a pull request that adds a markdown file describing the model to the docs/nerfology/methods folder, and update the list in this file. For reference on the layout, you can check out the Instruct-NeRF2NeRF page. Please try to include the following information:
- Installation instructions
- Instructions for running the method
- Requirements (dataset, GPU, ect)
- Method description (the more detailed the better, treat it like a blog post)
You are welcome to include assets (such as images or video) in the description, but please host them elsewhere.
:::{admonition} Note :class: note
Please ensure that the documentation is clear and easy to understand for other users who may want to try out your method. :::