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vrmn's Projects

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

analytical_dynamics icon analytical_dynamics

Notes on finding the equations of motion of systems of particles and multibody structures from Lagrangian and Hamiltonian Mechanics.

autonomous-drone icon autonomous-drone

A detailed repository with step-by-step instructions on implementing an autonomous drone

aws_notes icon aws_notes

Notes into my aws journey and a bit of networking

deepvo_pytorch icon deepvo_pytorch

Visual Odometry using a Recurrent Convolutional Neural Network in PyTorch

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'.

flownet2-tf icon flownet2-tf

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

flownettorch icon flownettorch

Torch implementation of Fischer et al. FlowNet training code

hector_slam icon hector_slam

hector_slam contains ROS packages related to performing SLAM in unstructed environments like those encountered in the Urban Search and Rescue (USAR) scenarios of the RoboCup Rescue competition.

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