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Troi Williams's Projects

build-lidar-2d-bev-data icon build-lidar-2d-bev-data

Generates 2D bird's eye view (BEV) images of individual LiDAR scans and aggregates individual scans to produce BEV maps.

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'.

lwpc icon lwpc

Perspective camera model

minigrid icon minigrid

Simple and easily configurable grid world environments for reinforcement learning

pomdp-py icon pomdp-py

A framework to build and solve POMDP problems. Documentation: https://h2r.github.io/pomdp-py/

px4-mavros-gazebo-sim icon px4-mavros-gazebo-sim

How to set up ROS Noetic, Gazebo, MavROS, MavLink, PX4 Autopilot, and an Iris drone with a D435 camera.

realsense-ros icon realsense-ros

Intel(R) RealSense(TM) ROS Wrapper for D400 series, SR300 Camera and T265 Tracking Module

sensing-aruco icon sensing-aruco

A Python API for sensing ArUco markers in simulated and physical environments using OpenCV.

tekkodu icon tekkodu

Tekkodu - a framework for programming physical robots (Calliope2SP) with an idealized programming language called Kodu.

torch-mdn icon torch-mdn

A set of functions for building and evaluating a Mixture Density Network in PyTorch.

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