NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis

Implementation of the paper NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis .

Usage

Dataset: Download the training and testing datasets.

$ pip3 install -r requirements.txt
$ python3 nerf.py

Results

Novel views rendered from the optimized NeRF representation

Credits

• The datasets were generated with the code from kwea123/nerf_pl.
• The training hyperparameters were retrieved from kwea123/nerf_pl.

What is not implemented

• Hierarchical volume sampling