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surfpcc's Introduction

Environment Setup

conda create -n surfpcc conda activate surfpcc conda install python==3.7 conda install pytorch==1.10.0 torchvision==0.11.0 cudatoolkit=11.3 -c pytorch -c conda-forge pip install compressai conda install -c conda-forge einops tensorboard conda install -c open3d-admin open3d conda install -c anaconda scikit-learn conda install pyyaml pandas tqdm pip install addict plyfile

cd models/Chamfer3D python setup.py install

How to use

Generate dateset

python prepare_shapenet.py

Training example

python train.py --model SurPCC --bpp_lambda 0.001 --training_up_ratio 21

Testing example

python test.py --model SurPCC --bpp_lambda 0.001 --training_up_ratio 21

Third Party

Manifold

https://github.com/hjwdzh/Manifold

NeuralPoints

https://github.com/WanquanF/NeuralPoints

DPCC

https://github.com/yunhe20/D-PCC

surfpcc's People

Contributors

zbaoye avatar

Stargazers

An_Shi_Yi.Zhang avatar

Watchers

avatar

surfpcc's Issues

Generate dateset

Thank you for your great work. But when I preprocessed the dataset, such an error occurred. Could you please provide the complete data preprocessing process.
Uploading image.png…

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