Laygond's Projects
A robot uses a Hokuyo laser scanner and the Adaptive Monte Carlo Localization algorithm to localize itself inside a simulation environment using ROS packages. This repo solves Udacity RoboND Where Am I Problem.
Step by Step Description of a Cost Efficient Hardware Modification to Transform an Electric Golf Car into a Self Driving Car
Different Computer Vision Techniques to track one or more balls.
System Integration for the final project of the Udacity Self-Driving Car Nanodegree: Programming Carla a Real Self-Driving Car.
Simple Popular DATASET Tools
Exploration of several Edge Detection and Color Space techniques.
Intelligent Elevator using OpenHAB, OpenCV, and TensorFlow for creating Automation Rules
Estimate the position and velocity of a cyclist from a car's reference point by applying EKF to RADAR and LIDAR measurements.
Simple Gazebo World that makes use of Model Editor, Building Editor, and C++ Plugins.
GraphSLAM implementation called: Real Time Appearance Based Mapping (RTABmap) in ROS
path planner that is able to create smooth, safe paths for the car to follow along a 3 lane highway with traffic. The path planner is able to keep the vehicle inside its lane, avoid hitting other cars, and pass slower moving traffic all by using localization, sensor fusion, and map data.
Human Activity Recognition through OpenCV
A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.
My InstaPy recipes plus computer vision
Inspired by Adrian Rosebrock pyimagesearch books, these are my Deep Learning Tools for Computer Vision and More
Compendium of Juggling Projects
Localization of a Vehicle though Particle Filters.
Math Formulas from Latex in Github Markdown through Textify
My Solutions to the Problem Set from LeetCode in Python 3.