Nerf Python Packages

nerfacc

A General NeRF Acceleration Toolbox in PyTorch.

visu3d

3d without friction (Torch, TF, Jax, Numpy)

nerfbaselines

Reproducible evaluation of NeRF and 3DGS methods

mlx3d

Differentiable 3D computer vision on Apple Silicon, built on MLX — meshes, NeRF, and 3D Gaussian Splatting with Metal kernels

camtools

CamTools: Camera Tools for Computer Vision

pi-gan-pytorch

Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch

deepvision-toolkit

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

torchsample

Neural network sampling utilities.

fast-gauss

A geometry-shader-based, global CUDA sorted high-performance 3D Gaussian Splatting rasterizer. Can achieve a 5-10x speedup in rendering compared to the vanialla diff-gaussian-rasterization.

nerf-toy

A 2D toy illustration of Neural Radiance Fields

ns-docker-wrapper

Run Nerfstudio inside docker as a python package

claravid

Utilities for handling ClaraVid dataset