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Russ Hall's Projects

filterpy icon filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

flair icon flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

flann icon flann

Fast Library for Approximate Nearest Neighbors

floam icon floam

Fast LOAM: Fast and Optimized Lidar Odometry And Mapping for indoor/outdoor localization (Lidar SLAM)

floam_ssl icon floam_ssl

Fast LOAM (Lidar Odometry And Mapping) for solid state lidar indoor localization and mapping (Intel Realsense L515 as an example)

fmt_star_ros icon fmt_star_ros

Informed FMT (Fast Marching Tree) Star Planning ROS Action Server

formulapi_ros_simulator icon formulapi_ros_simulator

This pacakge uses the Clearpath Husky robot model as the basis for a FormulaPi racing series simulation environment

full_coverage_path_planner icon full_coverage_path_planner

Full coverage path planning provides a move_base_flex plugin that can plan a path that will fully cover a given area

fuse icon fuse

The fuse stack provides a general architecture for performing sensor fusion live on a robot. Some possible applications include state estimation, localization, mapping, and calibration.

fusiondepth icon fusiondepth

Official implementation for paper "Advancing Self-supervised Monocular Depth Learning with Sparse LiDAR"

g2o icon g2o

g2o: A General Framework for Graph Optimization

g2opy icon g2opy

Python binding of SLAM graph optimization framework g2o

ga3c icon ga3c

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

gauges icon gauges

Display virtual gauges for ROS topics

gazebo_models icon gazebo_models

Gazebo database of SDF models. This is a predecessor to https://app.gazebosim.org

gazebo_ros_2dmap_plugin icon gazebo_ros_2dmap_plugin

Gazebo simulator plugin to automatically generate a 2D occupancy map from the simulated world at a given height.

geometry2 icon geometry2

A set of ROS packages for keeping track of coordinate transforms.

gerona icon gerona

GeRoNa (Generic Robot Navigation) is a modular robot navigation framework, that bundles path planning and path following (including obstacle detection) and manages communication between the individual modules. It is designed to be easily extensible for new tasks and robot models.

ghidra icon ghidra

Ghidra is a software reverse engineering (SRE) framework

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