A Modular Optimization framework for Localization and mApping (MOLA)
- slam
- lidar
- lidar-point-cloud
- localization
Repository Index
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Interactive Map Correction for 3D Graph SLAM
- ros
- slam
- lidar
- velodyne
C++ implementation to Detect, track and classify multiple objects using LIDAR scans or point cloud
- lidar-object-tracking
- object-tracking
- lidar-navigation
- multiple-object-tracking
Point cloud registration pipeline for robot localization and 3D perception
- robot-localization
- localization
- robotics
- mapping
Multi-threaded and SSE friendly NDT algorithm
- ros
- pcl
- ndt-algorithm
- multithreading
A C++, header-only library for constructing JSON and JSON-like data formats, with JSON Pointer, JSON Patch, JSON Schema, JSONPath, JMESPath, CSV, MessagePack, CBOR, BSON, UBJSON, toon-format
- json
- cbor
- jsonpath
- csv
Polygonal Surface Reconstruction from Point Clouds (C++ & Python)
- surface-reconstruction
- urban-modeling
- urban-reconstruction
- primitive-extraction
Ground Segmentation from Lidar Point Clouds
- lidar
- ros
- segmentation
Detect 6-DOF grasp poses in point clouds
My awesome point cloud labeling tool
- semantickitti
- velodyne
- point-clouds
- labeling
A Compositional Numeric Library for C++
- cmake
- cpp
- fixed-point
- safe
C++ header-only JSON library
- json
- jaxn
- cbor
- msgpack
LiDAR point cloud ground filtering / segmentation (bare earth extraction) method based on cloth simulation
The Point Processing Toolkit (pptk) is a Python package for visualizing and processing 2-d/3-d point clouds.
- pointclouds
- 3-d
- visualization
- lidar
Converts a 3D Point Cloud into a 2D laser scan.
A ROS node to perform a probabilistic 3-D/6-DOF localization system for mobile robots with 3-D LIDAR(s). It implements pointcloud based Monte Carlo localization that uses a reference pointcloud as a map.
Entwine - point cloud organization for massive datasets
An unordered C++ data container providing fast iteration/insertion/erasure while maintaining pointer/iterator validity to non-erased elements regardless of insertions/erasures. Provides higher-performance than std:: library containers for high-modification scenarios with unordered data.
- container
- cpp
- template
- unordered
Implementation of the Go-ICP algorithm for globally optimal 3D pointset registration
Large collection of number systems providing custom arithmetic for mixed-precision algorithm development and optimization for AI, Machine Learning, Computer Vision, Signal Processing, CAE, EDA, control, optimization, estimation, and approximation.
- arithmetic
- integer-arithmetic
- fixed-point-arithmetic
- rational-arithmetic
The fastest automatic differentiation library for C++, with Python bindings. Forward, adjoint and higher-order derivatives, checkpointing, Eigen support and JIT. Reproducible benchmarks against CppAD, Adept and autodiff.
- automatic-differentiation
- aad
- algorithmic-differentiation
- autodiff
This repository contains a subset of pointers to solutions with editorials and notes to my trainees (ACM ICPC, OJs, IOI, POI, CEOI, JOI, etc). For IOI/OI, I organized what I found on the web from official solutions and materials.
Real-time LIDAR-based Urban Road and Sidewalk detection for Autonomous Vehicles 🚗
- road-segmentation
- lidar
- point-cloud
- ros
Use LiDAR to map the static world
- slam
- lidar
- lidar-point-cloud
- gps