waltersharpWEI / D-DPCC

The codes of D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction.

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D-DPCC

This is the code of D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction.

The link of paper: https://www.ijcai.org/proceedings/2022/0126.pdf

Requirements:

cuda~=11.5.50

numpy~=1.21.2

open3d~=0.14.1

pandas~=1.2.3

torch~=1.10.0

MinkowskiEngine~=0.5.4

pytorch3d~=0.6.1

tqdm~=4.62.3

tensorboardX~=2.5

matplotlib~=3.5.1

h5py~=3.6.0

torchac~=0.9.3

setuptools~=58.0.4

scipy~=1.7.3

scikit-learn~=1.0.2

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The codes of D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction.


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