Final project repo of 6.869 Computer Vision MIT
Original 3D-R2N2 with Theano: https://github.com/chrischoy/3D-R2N2
Original CycleGAN/Pix2pix page: https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix
This code tests on Ubuntu 18.04 with CUDA 9.0 but it should work on Windows/ Mac /Linux os
git clone this repository
cd Pytorch-3dr2n2
pip install -r pix2pix/requirements.txt
install PyTorch in https://pytorch.org/get-started/locally/
Download the following dataset of 3D-R2N2 and save in data
ShapeNet rendered images http://cvgl.stanford.edu/data2/ShapeNetRendering.tgz
ShapeNet voxelized models http://cvgl.stanford.edu/data2/ShapeNetVox32.tgz
cd pix2pix
bash ./scripts/download_pix2pix_model.sh edge2shoes_pretrained
bash ./datasets/download_pix2pix_dataset.sh edge2shoes
open "3D-R2N2 3D Reconstruction.ipynb" and run all
open "Data preparing.ipynb" and run all
open "Train on Pytorch.ipynb" and run all