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5c14390 · Mar 28, 2023

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Applying Context CLuster to Point Cloud Analysis

Our point cloud classification implementation is based on pointMLP. Thank the authors for their wonderful works.

Note

Please note that we just simply follow the hyper-parameters of pointMLP which may not be the optimal ones for Context Cluster. Feel free to tune the hyper-parameters to get better performance.

Usage

Install pointMLP required libs, see README in pointMLP.

Data preparation

We don't need to download the ScanObjectNN dataset by ourself. The dataset will be automatically downloaded at the first running.

Results and models

Method mACC OA Download
PointMLP_CoC 84.4 86.2 log & model

Train

To train pointMLP_CoC, run:

python main.py --model pointMLP_CoC