LexRobot's repositories

feature_extraction

A ROS package for using PCL for lidar feature extraction

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ackermann_vehicle

ROS packages for simulating a vehicle with Ackermann steering

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ai_for_robotics

Visualizations of algorithms covered in Sebastian Thrun's excellent Artificial Intelligence for Robotics course on Udacity.

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common-sensors

A collection of commonly used sensors: urdf files and a few tools

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Computer-Vision-and-Deep-Learning-Setup

Tutorial on how to setup your system with a NVIDIA GPU and to install Deep Learning Frameworks like TensorFlow, Darknet for YOLO, Theano, and Keras; OpenCV; and NVIDIA drivers, CUDA, and cuDNN libraries on Ubuntu 16.04, 17.10 and 18.04.

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cpu_monitor

ROS node that publishes all nodes' CPU and memory usage

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DARP

GUI - Divide Areas Algorithm for Optimal Multi-Robot Coverage Path Planning

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gazebo_ros_actor_cmd_plugin

Ros plugin for gazebo to steer an actor with twist messages via ros.

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harvester-sim

Simulated strawberry harvesting environment using ROS and Gazebo.

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High-quality-ellipse-detection

A high-quality ellipse detector based on arc-support line segments which can both accurately and efficiently detect ellipses in images.

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icp

iterative closest point

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inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

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inverted_pendulum

Inverted Pendulum Simulation

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Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

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KITTI_Tutorial

Tutorial for using Kitti dataset easily

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lane_segmentation

Robust Highway Lane Segmentation Based on LaneNet Trained BDD100K

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learnopencv

Learn OpenCV : C++ and Python Examples

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lidar_camera_calibration

Camera LiDAR Calibration using ROS, OpenCV, and PCL

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mavros_controllers

Aggressive trajectory tracking using mavros for PX4 enabled vehicles

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mpl_ros

A ROS wrapper for trajectory planning based on motion primitives

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open-source-rover

A build-it-yourself, 6-wheel rover based on the rovers on Mars!

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people_detect

Detect people using openCV

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pioneer_p3dx_model

A ROS/Gazebo Pioneer 3DX model created by Rafael Berkvens (rafael.berkvens@uantwerpen.be) and modified by Mario Serna Hernández.

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RobLearn

ROS Robotic Deep Learning

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ros_tutorials

Tutorials with ROS: Find videos on my channel https://www.youtube.com/channel/UC2aPsByptP3HXobjXgsXQsA?view_as=subscriber

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sick_scan

sick_scan is an open-source project to support the laser scanner of the company SICK using the ROS-framework

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SLAM_AND_PATH_PLANNING_ALGORITHMS

This repository contains the solutions to all the exercises for the MOOC about SLAM and PATH-PLANNING algorithms given by professor Claus Brenner at Leibniz University. This repository also contains my personal notes, most of them in PDF format, and many vector graphics created by myself to illustrate the theoretical concepts. Hope you enjoy it! :)

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stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

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voxblox

A library for flexible voxel-based mapping, mainly focusing on truncated and Euclidean signed distance fields.

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weedNet

weedNet: Dense semantic weed classification using multispectral images and MAV for smart farming

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