haliphinx / Deformable-2D-GS

A combination of the work 2D-GS with the deformable-3D-GS

Deformable 2D Gaussian Splatting

This repo contains the deformable 2d-gs which combines the original 2D-GS with the Deformable 3D-GS.

Installation & Licences & Acknowledgements

Please refer to the 2D-GS for installation

Training

To train a scene, simply use

python train.py -s <path to NeRF Synthetic dataset> -m <output dir>
# for example
python train.py -s /path/to/data/D-NeRF/trex -m output/test --eval # training without visuilization
python train_gui.py -s /path/to/data/D-NeRF/trex -m output/test --eval # training with visuilization

Experiment

Only tested on the D-Nerf Trex scene, the final PSNR is 36.40. More experiments will be done later.