Occupancy Networks

Authors: Andrea Malleo, Reggie Gomez

Results

Single Image Mesh Reconstruction of Benches

Point Completion of Cell Phone

Interpolation in Latent Variable Space of Couches

Environment Setup

Make sure anaconda is installed.

conda env create -f requirements.yaml
conda activate occupancy_networks

Dataset

We use renderings and voxelizations from Choy2016.

bash scripts/download_choy.sh 

Prince Notes

Request a gpu node

srun --gres=gpu:1 --time=02:00:00 --mem=8GB --pty /bin/bash