pointnet2 and pointnet-autoencoder
Maintenance
0/25
Adoption
10/25
Maturity
16/25
Community
25/25
Maintenance
0/25
Adoption
10/25
Maturity
16/25
Community
23/25
Stars: 3,617
Forks: 931
Downloads: —
Commits (30d): 0
Language: Python
License: —
Stars: 435
Forks: 86
Downloads: —
Commits (30d): 0
Language: Python
License: —
Stale 6m
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Stale 6m
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No Dependents
About pointnet2
charlesq34/pointnet2
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
Implements hierarchical set abstraction layers with multi-scale grouping to capture local geometric structures at increasing receptive fields, addressing non-uniform point cloud densities through adaptive aggregation. Built on TensorFlow with custom CUDA operators for efficient set operations, supporting classification, part segmentation, and semantic scene parsing tasks on ModelNet40, ShapeNet, and ScanNet datasets.
About pointnet-autoencoder
charlesq34/pointnet-autoencoder
Autoencoder for Point Clouds
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