This repository contains a simple tutorial on how to implement a Neural Radiance Field (NeRF) in PyTorch.
To run the code, you need to have the following Python packages installed:
conda create -n nerf_tutorial python=3.10
conda activate nerf_tutorial
pip install torch==2.3.1 --index-url https://download.pytorch.org/whl/cu118 # Check your CUDA version
pip install numpy==1.24.1 matplotlib ipympl imageio ipywidgets tqdm
Open nerf.ipynb in Jupyter Notebook and run the cells.
Check out Nerf Studio for a more interactive experience.
Check out LightGaussianSplatting for a peek at gaussian splatting.