# Plenoxels: Radiance Fields without Neural Networks

Implementation in 100 lines of code of the paper [Plenoxels: Radiance Fields without Neural Networks](https://arxiv.org/abs/2112.05131).

## Usage

**Dataset:** [Download the training and testing datasets](https://drive.google.com/drive/folders/18bwm-RiHETRCS5yD9G00seFIcrJHIvD-?usp=sharing).
```commandline
$ pip3 install -r requirements.txt
$ python3 plenoxels.py
```

## Results



#### Novel views rendered from the optimized model.

 ![](Imgs/img_0.png)  |  ![](Imgs/img_60.png) 
:-------------------------:|:-------------------------:
![](Imgs/img_120.png)  |  ![](Imgs/img_180.png)