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John O'Shea's Projects

driver-behavioral-cloning icon driver-behavioral-cloning

Develop a Convolutional Neural Network in KERAS to replicate (clone) driving behavior, and output a steering angle to an autonomous vehicle.

extended-kalman-filter icon extended-kalman-filter

Utilize an Extended Kalman Filter to estimate the state of a moving object of interest with noisy Lidar and Radar measurements

particle-filter icon particle-filter

Implements a 2 dimensional particle filter in C++. The particle filter is given a map and some initial localization information.

path-planning icon path-planning

Create a path planner that is able to navigate a car safely around a virtual highway

pid-controller icon pid-controller

PID controller in C++ to maneuver a vehicle around the track in a simulator.

unscented-kalman-filter icon unscented-kalman-filter

Utilize an Unscented Kalman Filter to estimate the state of a moving object of interest with noisy Lidar and Radar measurements

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