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chendaichao / GCN-pointcloud-classification

PointNet and GCNs for pointcloud classification.
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How can we specify a single-view training? #3

Open jiapei-nexera opened 2 years ago

jiapei-nexera commented 2 years ago

Please do a simple comparison here https://github.com/SMohammadi89/PointView-GCN .

Is your implementation good at single-view classification? Or an arbitrary-view classification? Sometimes, when a single-view 3D point cloud classification is required, is there any parameter for us to specify?

chendaichao commented 2 years ago

I only implemented training PointNet with the full point clouds in the ModelNet dataset. If you want to train it with single-view or arbitrary-view point clouds, you can simply modify the code yourself or refer to their implementation (https://github.com/SMohammadi89/PointView-GCN).

But since PointNet is not goot at single-view / arbitrary-view point cloud classification, I would suggest you consider other sota models for a better performance.