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Search results for point cloud 3d deep learning

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15 search results found

Pyntcloud ⭐ 1,324

pyntcloud is a Python library for working with 3D point clouds.

[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

3dmatch Toolbox ⭐ 467

3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.

3d_cnn_tensorflow ⭐ 244

KITTI data processing and 3D CNN for Vehicle Detection

Vision3d ⭐ 197

Research platform for 3D object detection in PyTorch.

Sa Det3d ⭐ 132

SA-Det3D: Self-attention based Context-Aware 3D Object Detection (ICCV-AvVision-2021)

Awesome 3d Vision And Language ⭐ 62

A collection of 3D vision and language (e.g., 3D Visual Grounding, 3D Question Answering and 3D Dense Caption) papers and datasets.

Fast and Robust Registration of Partially Overlapping Point Clouds in Driving Applications

Pointcutmix ⭐ 35

our code for paper 'PointCutMix: Regularization Strategy for Point Cloud Classification'

Awesome Point Cloud Deep Learning ⭐ 22

Paper list of deep learning on point clouds.

Point2mesh ⭐ 17

Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio Guidance (ECCV2020)

TGNet: Geometric Graph CNN on 3-D Point Cloud Segmentation

Awesome 3d Object Detection ⭐ 10

list of papers, code, datasets and other resources

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

GRNet: Geometric Relation Network for 3D Object Detection from Point Clouds

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