Dilated Point Convolutions

On the Receptive Field Size of Point Convolutions on 3D Point Clouds

International Conference on Robotics and Automation (ICRA), 2020.

Installation

The code is tested under Ubuntu with

  • TensorFlow 2.3
  • CUDA 10.1
  • cuDNN 7.6.5
conda create --name <name> python=3.7
conda activate <name>
pip install tensorflow pyviz3d
conda install cudatoolkit==10.1.243