yibo-chen / mininerf

NeRF Implementation

This repository contains an easy to hack implementation of the NeRF (Neural Radiance Fields) algorithm for synthesizing novel views of a 3D scene.
Follows paper https://arxiv.org/abs/2003.08934

Code Structure

main.py : main training process
model.py : model definitions
utils.py : some util functions

Requirements

To install virtual environment for python3.8
./setup.sh

Usage

python3 main.py

Credit

The implementation is heavily based on
https://towardsdatascience.com/its-nerf-from-nothing-build-a-vanilla-nerf-with-pytorch-7846e4c45666
Highly encourage to take a look