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starmoon0309 / point_based_pcgc

Source Code of POINT CLOUD GEOMETRY COMPRESSION VIA NEURAL GRAPH SAMPLING in ICIP2021

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POINT CLOUD GEOMETRY COMPRESSION VIA NEURAL GRAPH SAMPLING

2021.5.20 Our paper has been accepted by ICIP2021!

Requirments

  • open3d 0.9.0.0

  • python 3.7

  • cuda 10.2

  • pytorch 1.7.0

Usage

Training

 python train.py --dataset_path='training_dataset_path'

Testing

sudo chmod 777 utils/pc_error
python test.py --dataset_path='training_dataset_path'

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Source Code of POINT CLOUD GEOMETRY COMPRESSION VIA NEURAL GRAPH SAMPLING in ICIP2021

License:MIT License

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Language:Python 100.0%