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A project demonstrating how to use CUDA-PointPillars to deal with cloud points data from lidar.

Python 528 155 Updated Dec 7, 2023

deep learning for image processing including classification and object-detection etc.

Python 22,595 7,937 Updated Jul 25, 2024

C++ library based on tensorrt integration

C++ 2,574 546 Updated May 24, 2023

Quick and Self-Contained TensorRT Custom Plugin Implementation and Integration

C++ 25 7 Updated Jun 16, 2024

FAST-LIVO2: Fast, Direct LiDAR-Inertial-Visual Odometry

891 80 Updated Oct 5, 2024

A fast and robust global registration library for outdoor LiDAR point clouds.

C++ 211 16 Updated Aug 7, 2024

[CVPR2022] Geometric Transformer for Fast and Robust Point Cloud Registration

Python 638 67 Updated Nov 22, 2023

[IEEE RAL] Fast and Robust Registration of Partially Overlapping Point Clouds in Driving Applications

Python 58 3 Updated Jul 15, 2023

[PyTorch] Official Implementation of CVPR'20 oral paper - D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features https://arxiv.org/abs/2003.03164

Python 1 Updated Jan 2, 2023

Project page of the paper "Learning general and distinctive 3D local deep descriptors for point cloud registration" published in IEEE T-PAMI

Python 126 10 Updated Jun 5, 2022

[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration

Python 262 34 Updated Aug 4, 2021

Differential Gaussian Rasterization with Depth forward and backward functionality

Cuda 119 7 Updated Mar 4, 2024

[ICRA 2022] The official repository for "LoGG3D-Net: Locally Guided Global Descriptor Learning for 3D Place Recognition", In 2022 International Conference on Robotics and Automation (ICRA), pp. 221…

Python 102 15 Updated Oct 6, 2023

SE(3)-Equivariant Point Cloud-based Place Recognition

Python 25 5 Updated Apr 23, 2024

Official implementation of the paper A-Scan2BIM: Assistive Scan to Building Information Modeling

Python 32 5 Updated Jun 14, 2024

neuralsim: 3D surface reconstruction and simulation based on 3D neural rendering.

Python 598 31 Updated Mar 14, 2024

LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance Fields

Python 127 9 Updated Jul 17, 2023

[CVPR 2024] Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering

C++ 2,175 163 Updated Sep 24, 2024

Visual-Thermal Inertial Odometry

C++ 85 12 Updated Mar 4, 2023

LiDAR degeneracy dataset for LiDAR-radar-inertial fusion methods.

133 8 Updated Mar 20, 2024

A detailed formulae explanation on gaussian splatting

497 9 Updated Nov 12, 2023

Dear ImGui: Bloat-free Graphical User interface for C++ with minimal dependencies

C++ 60,070 10,190 Updated Oct 4, 2024

Production-grade 3D gaussian splatting with CPU/GPU support for Windows, Mac and Linux 🚀

C++ 866 81 Updated Aug 22, 2024

A SLAM implementation combining FAST-LIO2 with pose graph optimization and loop closing based on Quatro and Nano-GICP

C++ 200 17 Updated Feb 15, 2024

[ECCV'24] Online Vectorized HD Map Construction using Geometry

Python 196 16 Updated Aug 28, 2024

iG-LIO: An Incremental GICP-based Tightly-coupled LiDAR-inertial Odometry

C++ 391 53 Updated May 18, 2024

Visual localization made easy with hloc

Python 3,134 581 Updated Sep 7, 2024

Official Repo of NeurIPS '21: "Trust, but Verify: Cross-Modality Fusion for HD Map Change Detection"

Python 75 15 Updated Apr 22, 2023

OpenMMLab Detection Toolbox and Benchmark

Python 29,245 9,405 Updated Aug 21, 2024
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