PointCNN and pointnet

These are competing approaches to the same problem: PointCNN improves upon PointNet's architecture by using learned X-transformations to weight point interactions, making it a more advanced alternative rather than a complementary tool.

PointCNN
67
Established
pointnet
49
Emerging
Maintenance 16/25
Adoption 10/25
Maturity 16/25
Community 25/25
Maintenance 0/25
Adoption 10/25
Maturity 16/25
Community 23/25
Stars: 1,428
Forks: 364
Downloads:
Commits (30d): 1
Language: Python
License:
Stars: 274
Forks: 72
Downloads:
Commits (30d): 0
Language: Jupyter Notebook
License: Apache-2.0
No Package No Dependents
Stale 6m No Package No Dependents

About PointCNN

yangyanli/PointCNN

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

About pointnet

nikitakaraevv/pointnet

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

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