Point Cloud & 3D
Geometric deep learning on point clouds and meshes.
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Point cloud classification with DGCNN
Classify 3D shapes from point clouds.
GeometricShapes·DynamicEdgeConv · MLP -
Point cloud classification with Point Transformer
Classify 3D shapes from point clouds.
GeometricShapes·PointTransformerConv · MLP -
Point cloud classification with PointNet++
Classify 3D shapes from point clouds.
GeometricShapes·PointNetConv · MLP -
Point cloud classification with RandLA-Net
Classify 3D shapes from point clouds.
GeometricShapes·MaxAggregation · MessagePassing -
Point cloud segmentation with DGCNN
Label every point of a point cloud.
ShapeScenes·DynamicEdgeConv · MLP -
Point cloud segmentation with Point Transformer
Label every point of a point cloud.
ShapeScenes·PointTransformerConv · MLP -
Point cloud segmentation with PointNet++
Label every point of a point cloud.
ShapeScenes·PointNetConv · MLP -
Point cloud segmentation with RandLA-Net
Label every point of a point cloud.
ShapeScenes·MessagePassing · MLP -
Shape correspondence with SplineCNN
Find which vertex of a reference mesh every vertex of a deformed mesh corresponds to, i.e. classify every vertex into one of 507 classes.
MeshCorrespondence·SplineConv