Name: Marno (Marthinus) Nel
Type: User
Bio: MSc in Robotics, Northwestern University & BEng in Mechatronics -->
Main interests: Autonomous Robotics, AgTech, ML, CV, UAVs, Automation, SLAM. Embedded sys
Location: San Francisco, USA
Blog: https://marnonel6.github.io/
Marno (Marthinus) Nel's Projects
Advanced mechatronics
CopeliaSim, Kuka, Inverse Kinematics, Forward Kinematics, Control theory
Computer vision small projects. Algorithms from scratch.
crazy_turtle homework example
nuturtle-Marnonel6 created by GitHub Classroom
Robust and efficient coverage paths for autonomous agricultural vehicles. A modular and extensible Coverage Path Planning library
Sensor fusion and cascading PID loops for the autonomous control of a quadrotor
Programmed a 7DOF robot arm to autonomously play airhockey.
homework3-Marnonel6 created by GitHub Classroom
I Programmed the Unitree Go1 quadruped robot dog to become an autonomous guide dog. By incorporating advanced technologies such as speech recognition, object recognition, and autonomous navigation, the robot dog will be able to help visually impaired individuals navigate their surroundings and avoid obstacles.
TCP communication for linux devices including RaspberryPi.
A ROS2 packages for speech recognition and text to speech audio.
Machine Learning: Decision tree implemented from scratch
Machine Learning: KNN Regression from scratch.
Machine Learning: Naive Bayes from scratch.
Machine Learning: Neural Networks from scratch.
Machine Learning: Reinforcement Learning and Fairness from scratch.
Machine Dynamics Final Project
On-device voice assistant platform powered by deep learning
A beautiful portfolio Jekyll theme that works with GitHub Pages.
Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)
ROS2 Off-board drone control with a companion computer and PX4 over DDS (serial). Autonomous drone with path planning.
RoboSense LiDAR SDK for ROS & ROS2
RTAB-Map's ROS package.
SDK tools for control robots.