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GitHub topics: particle-filter

rcppsmc/rcppsmc

Rcpp bindings for Sequential Monte Carlo

Language: C++ - Size: 528 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 25 - Forks: 13

statespacedev/starid

free-form explorations

Language: Fortran - Size: 162 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

BjarkeHautop/bayesSSM

Bayesian Methods for State Space Models

Language: R - Size: 4.51 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

TuringLang/AdvancedPS.jl

Implementation of advanced Sequential Monte Carlo and particle MCMC algorithms

Language: Julia - Size: 27.5 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 55 - Forks: 12

kingaa/pomp

R package for statistical inference using partially observed Markov processes

Language: R - Size: 1.01 GB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 114 - Forks: 27

baggepinnen/MonteCarloMeasurements.jl

Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.

Language: Julia - Size: 4.91 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 274 - Forks: 17

baggepinnen/LowLevelParticleFilters.jl

State estimation, smoothing and parameter estimation using Kalman and particle filters.

Language: Julia - Size: 332 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 127 - Forks: 17

sglvladi/TrackingX

An Object Oriented MATLAB toolkit for (Multi) Target Tracking.

Language: MATLAB - Size: 316 MB - Last synced at: 14 days ago - Pushed at: over 4 years ago - Stars: 101 - Forks: 33

tbrown122387/pf

PF: a header only template library for fast particle filtering!

Language: HTML - Size: 42.9 MB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 59 - Forks: 17

nchopin/particles

Sequential Monte Carlo in python

Language: Python - Size: 5.19 MB - Last synced at: 13 days ago - Pushed at: 2 months ago - Stars: 443 - Forks: 77

MRPT/mrpt

:zap: The Mobile Robot Programming Toolkit (MRPT)

Language: C++ - Size: 287 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 2,025 - Forks: 639

nansencenter/DAPPER

Data Assimilation with Python: a Package for Experimental Research

Language: Python - Size: 9.12 MB - Last synced at: 10 days ago - Pushed at: 16 days ago - Stars: 371 - Forks: 127

anna-kay/SLAM-Extended-Kalman-Filter-Particle-Filter

SLAM (Simultaneous Localization and Mapping): Position estimation of vehicle and obstacles with Extended-Kalman and Particle filters in Matlab, using the System Identification Toolbox.

Language: MATLAB - Size: 102 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 9 - Forks: 0

lionlai1989/Introduction_to_Computer_Vision

Tutorials of the "Mathemagics" behind computer vision before the deep learning era.

Language: HTML - Size: 82.8 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

edwardlavender/Patter.jl

Particle filters, smoothers and sampling algorithms for animal movement modelling, with a focus on passive acoustic telemetry systems.

Language: Julia - Size: 2.54 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 0

tingiskhan/pyfilter 📦

Particle filtering and sequential parameter inference in Python

Language: Python - Size: 30.5 MB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 81 - Forks: 17

kingaa/circumstance

a helper package for pomp

Language: R - Size: 2.12 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 1 - Forks: 0

ndrplz/self-driving-car

Udacity Self-Driving Car Engineer Nanodegree projects.

Language: C++ - Size: 149 MB - Last synced at: 28 days ago - Pushed at: about 2 years ago - Stars: 2,833 - Forks: 1,390

ubunye-ai-ecosystems/tfilterspy

Python library for implementing state-of-the-art Bayesian filtering techniques like Kalman Filters and Particle Filters.

Language: Python - Size: 5.75 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

edwardlavender/patter-workshops

Learning resources for users of the `patter` R package

Language: R - Size: 42.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

osorensen/BayesMallowsSMC2

Sequential Monte Carlo algorithms for the Bayesian Mallows model.

Language: C++ - Size: 501 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

edwardlavender/patter-demo

R code supporting Lavender et al. (2025). patter: particle algorithms for animal tracking in R and Julia. Methods in Ecology and Evolution. https://doi.org/10.1111/2041-210X.70029

Language: R - Size: 150 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

mpatacchiola/deepgaze

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

Language: Python - Size: 234 MB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 1,816 - Forks: 476

helske/bssm

Bayesian Inference of State Space Models

Language: HTML - Size: 63.4 MB - Last synced at: 11 days ago - Pushed at: 8 months ago - Stars: 43 - Forks: 14

SuneshSundarasami/Comprehensive-Navigation-System-for-Autonomous-Mobile-Robots

ROS2-based navigation framework for autonomous mobile robots integrating path planning, localization, and exploration on the Robile platform.

Language: Python - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

milosgajdos/go-estimate

State estimation and filtering algorithms in Go

Language: Go - Size: 873 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 116 - Forks: 8

pptacher/probabilistic_robotics

solution of exercises of the book "probabilistic robotics"

Language: C++ - Size: 35.5 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 1,268 - Forks: 379

baggepinnen/LowLevelParticleFiltersMTK.jl

An interface for state estimation using LowLevelParticleFilters on ModelingToolkit models

Language: Julia - Size: 33.2 KB - Last synced at: 12 days ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 0

Ewenwan/Mathematics

数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合

Language: MATLAB - Size: 52 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 716 - Forks: 267

LeparaLaMapara/tfilterpy

Python Package for Bayesian filters

Language: Python - Size: 422 KB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 1

PDAF/PDAF

Parallel Data Assimilation Framework

Language: Fortran - Size: 7.01 MB - Last synced at: 29 days ago - Pushed at: 6 months ago - Stars: 25 - Forks: 12

herolab-uga/cdoa-localization

Robot (or Device) Localization Using Particle Filter over DOA of Wireless Signals

Language: Python - Size: 47.4 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 14 - Forks: 2

permutationlock/slam_js

JavaScript library for Simultaneous Localization And Mapping. Focuses on dense occupancy grid mapping using particle fliters and distributed particle trees.

Language: JavaScript - Size: 446 KB - Last synced at: 30 days ago - Pushed at: almost 6 years ago - Stars: 27 - Forks: 8

aqc-github/swarmParticle

Algorithm that combines Drone Swarm dynamics with Monte Carlo localization for drone localization and mapping.

Language: Rust - Size: 16.6 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

mint-lab/filtering_tutorial

An Intuitive tutorial on Bayesian filtering

Language: Python - Size: 3.17 MB - Last synced at: 27 days ago - Pushed at: 10 months ago - Stars: 33 - Forks: 6

aalghooneh/ParticleFilter-ROS2

straightforward implementation of the particle filter for ros2 turtlebot4

Language: Python - Size: 36.1 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

manonkok/Rao-Blackwellized-SLAM-smoothing

Codes for "Rao-Blackwellized particle smoothing for simultaneous localization and mapping"

Language: MATLAB - Size: 44.5 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 9 - Forks: 3

edwardlavender/patter-flapper

An implementation of the flapper algorithms via {patter} for flapper skate (Dipturus intermedius)

Language: R - Size: 856 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

snandasena/path-plnaning-n-localization

Kalman filter implementation with C++

Language: C++ - Size: 1.03 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

edwardlavender/patter

Particle filters, smoothers and sampling algorithms for animal movement modelling, with a focus on passive acoustic telemetry systems.

Language: R - Size: 275 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 3 - Forks: 1

dddmobilerobot/dddmr_mcl_3dl

This is a Monte Carlo localization package for mobile robots

Language: C++ - Size: 93.8 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

igo320345/lidar_slam_ros

Simple Python implementation of lidar localization

Language: Python - Size: 68.4 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

JonKing93/DASH

A package for paleoclimate data assimilation workflow.

Language: MATLAB - Size: 39.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 23 - Forks: 9

bit-bots/particle_filter

A lightweight particle filter library for the ROS context.

Language: C++ - Size: 166 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 5

chris-stanton50/particles-cdssm

Sequential Monte Carlo methods for Continuous-Discrete State Space Models

Language: Jupyter Notebook - Size: 6.62 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

kingaa/PartiallyObservedMarkovProcesses.jl

pomp in Julia

Language: Julia - Size: 15 MB - Last synced at: 20 days ago - Pushed at: 4 months ago - Stars: 7 - Forks: 1

mukeshramancha/transitional-mcmc

This repo contains the code of Transitional Markov chain Monte Carlo algorithm

Language: Python - Size: 24.1 MB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 2

keivalya/rbpf-adaptive

An enhanced RBPF SLAM algorithm using adaptive sampling for efficient mapping and localization in ROS2 with TurtleBot3, improving accuracy and computational performance in complex indoor environments.

Language: C++ - Size: 1.39 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

salihmarangoz/RobotMappingCourse

Solutions to assignments of Robot Mapping Course WS 2013/14

Language: MATLAB - Size: 10.2 MB - Last synced at: about 12 hours ago - Pushed at: almost 6 years ago - Stars: 42 - Forks: 15

probcomp/GenParticleFilters.jl

Building blocks for simple and advanced particle filtering in Gen.

Language: Julia - Size: 434 KB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 2

3p3r/pf-localization 📦

Localization using a Particle Filter (and random walk model)

Language: Matlab - Size: 13.8 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 11 - Forks: 4

edwardlavender/patter-trout Fork of mfutia/model_comparison

A fork of Futia et al. (2024), extended with the patter algorithms

Language: R - Size: 53.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

milosgajdos/go-estimate-examples

Examples of usage for go-estimate

Language: Go - Size: 287 KB - Last synced at: 18 days ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 2

Urban-Analytics/dust

Data Assimilation for Agent-Based Models - A research project at the University of Leeds, funded by the European Research Council

Language: Jupyter Notebook - Size: 1.42 GB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 21 - Forks: 6

Bulbatronik/AGV-Localization-and-Bayesian-Tracking

Repo containing labs and final project files for "Localization, Navigation and Smart Mobility" course taken during academic year 2021-2022 summer semester of Master of Telecommunication Engineering program at Politecnico di Milano.

Language: MATLAB - Size: 7.94 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

spsingh37/Bayesian-filtering-and-SLAM

This is a comprehensive project focused on implementing popular algorithms for state estimation, robot localization, 2D mapping, and 2D & 3D SLAM. It utilizes various types of filters, including the Kalman Filter, Extended Kalman Filter, Unscented Kalman Filter, and Particle Filter.

Language: Jupyter Notebook - Size: 245 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

isabelleysseric/Moving-object-tracking

Create a moving object detection and tracking program using MATLAB & Python.

Language: MATLAB - Size: 9.64 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Mattolo4/Particle-Filter-Localization-for-Robot-Husky

Implementation of the Particle Filter (PF) Localization using laser, robot's odometry and the map. The simulated robot is Husky: a differential drive robot.

Language: C++ - Size: 75.2 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

MK2112/self-driving-car

All completed assignments for Udacity's Self-Driving Car Engineer Nanodegree

Size: 11.7 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

MAbdelatti/particle_filter

Python code for a particle filter estimator using pyParticleEst library

Language: Python - Size: 5.86 KB - Last synced at: 9 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

goksanisil23/lazy_minimal_robotics

Minimal (and lazy) implementations of fundamental algorithms that can be useful for robotics applications

Language: C++ - Size: 1.02 GB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 9 - Forks: 1

WiseLabCMU/slam3d

Simultaneous localization and mapping (SLAM) tools in 3D

Language: C - Size: 8.12 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 9 - Forks: 1

msramada/Control-Importance-Distribution-Algorithm-CIDA-

This code can be used to reproduce the results in our paper ``A Control Approach for Nonlinear Stochastic State Uncertain Systems with Probabilistic Safety Guarantees''.

Language: Jupyter Notebook - Size: 8.78 MB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

PraveenKumar-Rajendran/Udacity-Self-Driving-Car-Engineer-Nanodegree

Projects Implemented for the Udacity Self Driving Car Engineer Nanodegree Program

Size: 16.1 MB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

MCS-Quantum/seabed

SEquential Analysis and Bayesian Experimental Design (SEABED) powered by JAX

Language: Python - Size: 4.56 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

MK2112/CarND-Particle_Filter 📦

Language: C++ - Size: 81.1 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

marija-iloska/pmcmc_CO_Pd

We propose a particle MCMC sampler to learn the kinetic parameters of a chemical system, specifically the adsorption and desorption of CO on Pd(111).

Language: MATLAB - Size: 1.4 GB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

kpilkk/CarND-Kidnapped-Vehicle-Project

Udaccity Self Driving Nanodegree Project 7

Language: C++ - Size: 624 KB - Last synced at: 10 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

jfoshea/Particle-Filter

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

Language: C++ - Size: 85.9 KB - Last synced at: 10 months ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

AntoineG92/Hidden-Markov-models_electricity_forecast Fork of zakaryaxali/smc_electricity_forecast

Projet ENSAE - Modèles à chaîne de Markov cachée et méthodes de Monte Carlo séquentielles - Antoine Grelety, Samir Tanfous, Zakarya Ali

Language: Jupyter Notebook - Size: 86.4 MB - Last synced at: 11 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

rajatsc/autonomous-rc-car

Language: Python - Size: 32.1 MB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

boennecd/dynamichazard

R package for survival analysis with state space models

Language: HTML - Size: 619 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 3

connormcmonigle/particle-filter

GPU accelerated particle filter

Language: C++ - Size: 454 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 9 - Forks: 2

zakaryaxali/smc_electricity_forecast

Projet ENSAE - Modèles à chaîne de Markov cachée et méthodes de Monte Carlo séquentielles - Antoine Grelety, Samir Tanfous, Zakarya Ali

Language: Jupyter Notebook - Size: 86.4 MB - Last synced at: 11 months ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 8

navoday01/Where-Am-I

Localizing Robot inside a map using ROS amcl.

Language: CMake - Size: 96.2 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

lucasrodes/el2320-project

Combining Kalman Filter with Particle Filter for real time object tracking.

Language: MATLAB - Size: 104 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 10 - Forks: 2

jiangjingxue/Kalman_Filter_Variations_Library

Implementation of several popular Kalman filter nonlinear variants intended for robotics systems and vehicle state estimation, including Extended Kalman Filter, Unscented Kalman Filter, Error State EKF, Invariant EKF, Square Root EKF, Cubature KF.

Language: Python - Size: 8.36 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 1

ayushgaud/coursera_robotics

Contains coursera robotics specialization assignment codes

Language: Matlab - Size: 23.1 MB - Last synced at: 6 months ago - Pushed at: about 8 years ago - Stars: 71 - Forks: 32

Yan-Lu-107/Udacity-Self-Driving-Car-Engineer

Udacity Self Driving Car Engineer Nanodegree projects

Language: Jupyter Notebook - Size: 1.41 GB - Last synced at: 12 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

ezwelty/glimpse

glimpse: Glacier Image Particle Sequencer

Language: Python - Size: 1.36 MB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 2

Danziger/CarND-T2-P3-Kidnapped-Vehicle

🏎️ Particle Filter Localization Project using C++ and OpenMP for the Self-Driving Car Nanodegree at Udacity

Language: C++ - Size: 132 KB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

ruanfdev/interactive_image_particles

Use image to create an interactive particle image

Language: JavaScript - Size: 49.8 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DaikiMin/pcl_tutorial_ros

Point Cloud Library Tutorial with ROS

Language: C++ - Size: 6.73 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

CPBridge/fetal_heart_analysis

Automated tools for analysing fetal heart cardiac videos

Language: C++ - Size: 219 KB - Last synced at: 3 days ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 3

willGuimont/particle_filter

Language: Python - Size: 2.93 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

miroslavradojevic/pnr

Automated Neuron Reconstruction from 3D Fluorescence Microscopy Images Using Sequential Monte Carlo Estimation

Language: C++ - Size: 1.01 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 1

leimao/Particle-Filter

Robot Localization in Maze Using Particle Filter

Language: Python - Size: 17.5 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 120 - Forks: 27

polarbeargo/CarND-Kidnapped-Vehicle-Project Fork of udacity/CarND-Kidnapped-Vehicle-Project

Udacity Self-Driving Car Nanodegree - Kipnapped Vehicle project

Language: C++ - Size: 427 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

tedhuang96/mifwlstm

[RA-L20] Long-Term Pedestrian Trajectory Prediction Using Mutable Intention Filter and Warp LSTM

Language: Python - Size: 12.6 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 23 - Forks: 1

marcomarasca/SDCND-Particle-Filter

C++ Implementation of a 2 dimensional particle filter for localization

Language: C++ - Size: 1010 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

mftnakrsu/AutonomousRobots-Kalman-Filter

AutonomousRobots Series

Language: Python - Size: 489 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 23 - Forks: 1

shineyruan/particle_filter Fork of f1tenth/particle_filter

A fast particle filter localization algorithm for the MIT Racecar. Uses RangeLibc for accelerated ray casting.

Language: Python - Size: 1.17 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

snandasena/kidnapped-vehicle Fork of udacity/CarND-Kidnapped-Vehicle-Project

Udacity Self-Driving Car Engineer

Language: C++ - Size: 1.75 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

cggos/kidnapped_vehicle_particle_filter Fork of dkarunakaran/carnd-kidnapped-vehicle-term2-p3

Udacity's Self-Driving Car Engineer Nanodegree Project 3: Kidnapped Vehicle based on Particle Filter

Language: C++ - Size: 628 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

mithi/particle-filter-prototype 📦

Particle Filter Implementations in Python and C++, with lecture notes and visualizations

Language: Jupyter Notebook - Size: 19 MB - Last synced at: 12 months ago - Pushed at: about 5 years ago - Stars: 42 - Forks: 18

wmkouw/bayes-filters

Archive of personal implementations of various Bayesian filters.

Language: Julia - Size: 4.43 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 3

overtane/udacity-carnd-p8

Localization

Language: C++ - Size: 382 KB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

laurentperrinet/Khoei_2017_PLoSCB

Code to replicate paper “The flash-lag effect as a motion-based predictive shift”

Language: Jupyter Notebook - Size: 96.1 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

mohammad7t/Particle-Filter-for-e-puck-on-Webots

This is a webots project implementing a controller for e-puck robot that localizes itself with particle filter method

Language: C - Size: 1.07 MB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 5 - Forks: 1

matkovst/IncrementalVisualTracker-python

Appearance-based visual object tracker

Language: Python - Size: 40.1 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 1

Related Keywords
particle-filter 397 localization 100 kalman-filter 94 robotics 58 self-driving-car 44 slam 35 python 30 computer-vision 28 ros 26 udacity-self-driving-car 25 cpp 24 udacity 24 bayesian-inference 21 extended-kalman-filter 20 autonomous-vehicles 19 matlab 18 sequential-monte-carlo 16 unscented-kalman-filter 14 c-plus-plus 13 particle-filter-localization 12 autonomous-driving 12 tracking 11 monte-carlo 11 sensor-fusion 11 opencv 11 object-tracking 11 machine-learning 11 r 11 kalman-filtering 10 data-assimilation 10 state-estimation 10 amcl 10 artificial-intelligence 10 bayes-filter 9 estimation 9 path-planning 9 state-space-model 9 simulation 9 probabilistic-robotics 9 udacity-nanodegree 9 time-series 9 particle-smoother 9 deep-learning 8 extended-kalman-filters 8 mobile-robots 8 bayesian-filter 8 slam-algorithms 8 filtering 8 lidar 8 navigation 8 cplusplus 8 signal-processing 7 image-processing 7 optical-flow 7 julia 7 pid-control 7 monte-carlo-localization 7 particle-metropolis-hastings 6 ekf 6 kalman 6 robot-localization 6 patter 6 bayesian-methods 6 kidnapped-vehicle 6 robot 6 opencv-python 6 ros2 6 tensorflow 6 gazebo 6 mapping 6 filter 6 stereo-vision 5 markov-chain-monte-carlo 5 markov-model 5 face-detection 5 perception 5 cpp11 5 ai 5 mcmc 5 indoor-positioning 5 system-identification 5 convolutional-neural-networks 5 ukf 4 bayesian-filtering 4 motion-planning 4 sparse-localization 4 cuda 4 radar 4 particle-filters 4 pytorch 4 gps 4 machine-learning-algorithms 4 deep-neural-networks 4 lane-detection 4 lane-finding 4 prediction 4 stochastic-volatility-models 4 statistics 4 particle-mcmc 4 camshift 4