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Open3d Pointnet2 Semantic3d ⭐ 465

Semantic3D segmentation with Open3D and PointNet++

Pointnet Plane Detection ⭐ 55

A 3D plane detection approach using PointNet

Adversarial Point Perturbations On 3d Objects ⭐ 19

New distributional and shape attacks on neural networks that process 3D point cloud data.

Pointnet2 Tensorflow2 ⭐ 15

Pointnet++ modules implemented as tensorflow 2 keras layers.

AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)

3d Neural Network Adversarial Attacks ⭐ 11

Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.

Pointatrousgraph ⭐ 9

Deep Hierarchical Encoder-Decoder with Point Atrous Convolution for Unorganized 3D Points

Point Planenet ⭐ 7

Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysis

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