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Search results for pytorch s3dis

14 search results found

Pointnet_pointnet2_pytorch ⭐ 2,491

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

Torch Points3d ⭐ 2,397

Pytorch framework for doing deep learning on point clouds.

[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning

Repsurf ⭐ 246

[CVPR 2022 Oral] Official implementation for "Surface Representation for Point Clouds"

[ECCV2022] FCAF3D: Fully Convolutional Anchor-Free 3D Object Detection

Deepviewagg ⭐ 195

[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"

FPConv: Learning Local Flattening for Point Convolution, CVPR 2020

[WACV'24] TD3D: Top-Down Beats Bottom-Up in 3D Instance Segmentation

[ICIP2023] TR3D: Towards Real-Time Indoor 3D Object Detection

Pytorch implementation of 'Graph Attention Convolution for Point Cloud Segmentation'

Oneformer3d ⭐ 59

OneFormer3D: One Transformer for Unified Point Cloud Segmentation

PVT: Point-Voxel Transformer for 3D Deep Learning

Morton Net ⭐ 9

PyTorch implementation to train MortonNet and use it to compute point features. MortonNet is trained in a self-supervised fashion, and the features can be used for general tasks like part or semantic segmentation of point clouds.

A versatile framework for 3D machine learning built on Pytorch Lightning and Hydra [looking for contributors!]

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