PF-Net_PaddlePaddle

Author: CAO RUI

PaddlePaddle Implementation for PF-Net: Point Fractal Network for 3D Point Cloud Completion

Prerequisites

Python: Python 3.6+

PaddlePaddle v1.8.3 : Deep learning framework

open3d: 3D vision visualization toolbox

Install

Clone the repo

git clone https://github.com/63445538/PF-Net_PaddlePaddle.git

Then, run scriptdownload_shapenet_part16_catagories.sh in folder dataset for preparing shapenet part dataset.

Download pretrained weight for test:gdrive, baidu pan(password:wwtx), and copy it into folder Checkpoints.

Train

python Train_FPNet.py

Test

python Test_FPNet.py

Result

Here show the completion results:

The following figure shows point cloud completion results of the missing point cloud

Acknowledgement

PF-Net-Point-Fractal-Network : Offical PyTorch implementation.