Learning Single-View 3D Reconstruction with Limited Pose Supervision

PyTorch implementation for the paper:

Learning Single-View 3D Reconstruction with Limited Pose Supervision [ECCV 2018]

Dependencies

• PyTorch（>=0.4)
• OpenCV
• Matplotlib
• TensorboardX
• Scikit Learn

The recommended way to install the dependency is

pip install -r requirements.txt

Data

Please use the following Google Drive link to download the datasets: [drive]. There are two files : data.tar.gz and ShapeNetVox32.tar.gz. Please download both of them and uncompressed it into the project root directory:

tar -xvf ShapeNetVox32.tar.gz
tar -xvf data.tar.gz
rm ShapeNetVox32.tar.gz
rm data.tar.gz