NeRF

Basic PyTorch implementation of the paper: Representing Scenes as Neural Radiance Fields for View Synthesis.

Implemented as a final group project for Brown University's Deep Learning course.

Team member github usernames: Zihan53, sylviebartusek, cintroca

Installation

git clone https://github.com/earslan25/nerf.git
cd nerf
conda create --name nerf python=3.9
conda activate nerf
pip install -r requirements.txt # Change the last line in requirements.txt for gpu training

How to run

Train

python train_nerf.py

Test

python train_nerf.py --test

Change config in configs/default.json

Dataset

Refer to https://github.com/maximeraafat/BlenderNeRF