https://github.com/2024-MindSpore-1/Code4/tree/main/PointNet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
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Point Cloud Segmentation
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3D point cloud segmentation is the process of classifying point clouds into multiple homogeneous regions, the points in the same region will have the same properties. The segmentation is challenging because of high redundancy, uneven sampling density, and lack explicit structure of point cloud data. This problem has many applications in robotics such as intelligent vehicles, autonomous mapping and navigation.
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/2024-MindSpore-1/Code4/tree/main/PointNet2
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
https://github.com/583748495/psift
PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation
https://github.com/AI-Guru/pointcloud_experiments
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/AlfredoZermini/PointNet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/AlvesRobot/Deep-Learning-on-Point-Cloud-for-3D-Classification-and-Segmentation
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/AmitBracha/GIP_project
https://github.com/AnTao97/dgcnn.pytorch
https://github.com/AndreiMoraru123/PointNet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/AsahiLiu/PointDetectron
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
https://github.com/BPMJG/annotated_pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/CheesyB/cpointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/Cmeijiang/PointNet_MS
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/Dir-b/PointNet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/DylanWusee/pointconv_pytorch
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/ECE685-FinalProject/3D-object-recognition
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/FlowWind1999/pointnet-2
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
https://github.com/Fragjacker/Pointcloud-grad-CAM
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/GOD-GOD-Autonomous-Vehicle/self-pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/Ghailen-Ben-Achour/PointNet2_Segmentation
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
https://github.com/Harut0726/my-pointnet-tensorflow
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/Harut0726/votenet
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
https://github.com/Jagyan/ghost_radarpoint_detection
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/Javed002/Object_detection_PointNet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/JingfeiHuang/DGCNN-Paddle
https://github.com/JohnsonSign/PointCMP
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
https://github.com/KaidongLi/tf-3d-alpha
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/KernelA/pytorch-point-transformer
https://github.com/KhusDM/PointNetTree
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/KiranAkadas/My_Pointnet_v2
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/LONG-9621/Extract_Point_3D
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/LONG-9621/Line-Detection-3d
https://github.com/LONG-9621/PointNet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
https://github.com/LONG-9621/PointNet-
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
https://github.com/LONG-9621/VoteNet
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
https://github.com/LebronGG/PointNet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.