Multi-view 3D recognition by Mostafa and Tan

This repository holds the codes and data for multi-view 3D recognition

Getting Started

Prerequisites

Pytorch

conda install pytorch torchvision -c pytorch

Data Prepare

You need download ModelNet40 dataset

with orientation assumption, 12-view settings

wget http://www.cim.mcgill.ca/dscnn-data/ModelNet40_rendered_rgb.tar; tar -xvf ModelNet40_rendered_rgb.tar 

without orientation assumption, 20-view settings

 wget https://data.airc.aist.go.jp/kanezaki.asako/data/modelnet40v2png_ori4.tar; tar -xvf modelnet40v2png_ori4.tar

Training

12-view ModelNet40

python mainalex.py -d modelnet40  

12-view ModelNet10

python mainalex.py -d modelnet10