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Self Driving CarUdacity Self-Driving Car Engineer Nanodegree projects.
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Face-Detection-and-TrackingComputer Vision model to detect face in the first frame of a video and to continue tracking it in the rest of the video. This is implemented in OpenCV 3.3.0 and Python 2.7
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bayes-filters-libA flexible, modern, C++ recursive Bayesian estimation library.
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DA TutorialThis is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).
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pfPF: a header only template library for fast particle filtering!
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SimdkalmanPython Kalman filters vectorized as Single Instruction, Multiple Data
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Extended Kalman FilterUdacity Self-Driving Car Engineer Nanodegree. Project: Extended Kalman Filters
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kidnapped-vehicleImplemented a C++ particle filter for real-time vehicle localization with only current visual observations and a map.
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KvaeKalman Variational Auto-Encoder
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dynamic-occupancy-grid-mapImplementation of A Random Finite Set Approach for Dynamic Occupancy Grid Maps with Real-Time Application
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Loose Gnss ImuLoosely coupled integration of GNSS and IMU
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Tsanalysis.jlThis package includes basic tools for time series analysis, compatible with incomplete data.
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DaisyXMusicFree and Open Source Group Voice chat music player for telegram ❤️ with button support youtube playback support
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KalmanSome Python Implementations of the Kalman Filter
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UkfUnscented Kalman Filter library for state and parameter estimation
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Mad Location ManagerMad Location Manager is a library for GPS and Accelerometer data "fusion" with Kalman filter
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MathutilitiesA collection of some of the neat math and physics tricks that I've collected over the last few years.
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Ros Sensor Fusion TutorialAn in-depth step-by-step tutorial for implementing sensor fusion with robot_localization! 🛰
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Freeimu UpdatesIMU - FreeIMU Library Zero Drift, Altitude & LSM303 Heading Stability
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AlphatradingAn workflow in factor-based equity trading, including factor analysis and factor modeling. For well-established factor models, I implement APT model, BARRA's risk model and dynamic multi-factor model in this project.
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Gps imu kalman filterFusing GPS, IMU and Encoder sensors for accurate state estimation.
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Eye GazeRepository for Eye Gaze Detection and Tracking
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Kalmanfilter altimeter varioKalman filter to estimate altitude and climbrate(sinkrate) by fusing altitude and acceleration sensor data
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ParticlesSequential Monte Carlo in python
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Statespacemodels.jlStateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
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Multitarget TrackerMultiple Object Tracker, Based on Hungarian algorithm + Kalman filter.
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dbotDepth-Based Bayesian Object Tracking Library
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QuantCodera Quant is a Java framework for algorithmic trading strategies development, execution and backtesting via Interactive Brokers TWS API or other brokers API
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GA SLAM🚀 SLAM for autonomous planetary rovers with global localization
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pyfilterParticle filtering and sequential parameter inference in Python
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NorfairLightweight Python library for adding real-time 2D object tracking to any detector.
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Trading BacktestA stock backtesting engine written in modern Java. And a pairs trading (cointegration) strategy implementation using a bayesian kalman filter model
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Daisy-OLD“ Hey there 👋 I'm Daisy „ PTB Group management bot with some extra features
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Fusion UkfAn unscented Kalman Filter implementation for fusing lidar and radar sensor measurements.
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SSD TrackerCounting people, dog and bicycle using SSD detection and tracking.
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HckalmanfilterHCKalmanFilter is Swift implementation of Kalman filter algorithm intended to solve problem with GPS tracking
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SLAM AND PATH PLANNING ALGORITHMSThis repository contains the solutions to all the exercises for the MOOC about SLAM and PATH-PLANNING algorithms given by professor Claus Brenner at Leibniz University. This repository also contains my personal notes, most of them in PDF format, and many vector graphics created by myself to illustrate the theoretical concepts. Hope you enjoy it! :)
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KalmanjsJavascript based Kalman filter for 1D data
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AcurustrackA multi-object tracking component. Works in the conditions where identification and classical object trackers don't (e.g. shaky/unstable camera footage, occlusions, motion blur, covered faces, etc.). Works on any object despite their nature.
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COVID19Using Kalman Filter to Predict Corona Virus Spread
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MessyTimeSeries.jlA Julia implementation of basic tools for time series analysis compatible with incomplete data.
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MotpyLibrary for tracking-by-detection multi object tracking implemented in python
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pySmoothA unique time series library in Python that consists of Kalman filters (discrete, extended, and unscented), online ARIMA, and time difference model.
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pmh-tutorialSource code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"
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Kalman FilterKalman Filter implementation in Python using Numpy only in 30 lines.
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tsa4R code for Time Series Analysis and Its Applications, Ed 4
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pfsA Particle Filtering over Sets Approach to Multi-Object Tracking
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DeepgazeComputer 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.
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pompR package for statistical inference using partially observed Markov processes
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VenomAll Terrain Autonomous Quadruped
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