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Implement of PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models

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IMPLEMENT for PRS-NET

Implementation for PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models

Usage

NOTICE: All parameters and file path should be set on source files. Setting with argument parser is on working.

  • filter dataset and set proportion for spliting train and test

    python utils/filter.py
  • pre-processing original ShapeNetCore.v2 dataset, including voxelization and compute closest points

    python pretreat.py
  • train network

    python train.py
  • test network

    python test.py

Network Architect

network

Pretreated DataSet

  • compute closest points and run voxelization dataset

Evaluation

So bad, working on it now... [Sad]

ev1 ev2 ev3

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Implement of PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models

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