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敖龙辉's Projects

carnd-term2-ekf icon carnd-term2-ekf

Self-driving Car Nano-degree. Term 2: Sensor Fusion. Project 1: Extended Kalman Filter

da-rnn icon da-rnn

Semantic Mapping with Data Associated Recurrent Neural Networks

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,20多万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

dsvo icon dsvo

Direct Stereo Visual Odometry

ekfmonoslam icon ekfmonoslam

SLAM using a monocular camera, optionally an IMU, and GPS

ethzasl_msf icon ethzasl_msf

MSF - Modular framework for multi sensor fusion based on an Extended Kalman Filter (EKF)

evo icon evo

Python package for the evaluation of odometry and SLAM

fuse icon fuse

The fuse stack provides a general architecture for performing sensor fusion live on a robot. Some possible applications include state estimation, localization, mapping, and calibration.

fusion-ukf icon fusion-ukf

An unscented Kalman Filter implementation in C++ for fusing lidar and radar sensor measurements.

fusion2018 icon fusion2018

Matlab code used for the paper "Unscented Kalman Filtering on Lie Groups for Fusion of IMU and Monocular Vision"

gnss-ins-sim icon gnss-ins-sim

Open-source GNSS + inertial navigation, sensor fusion simulator. Motion trajectory generator, sensor models, and navigation

husky icon husky

Common packages for the Clearpath Husky

kalibr icon kalibr

The Kalibr visual-inertial calibration toolbox

kalman icon kalman

Some Python Implementations of the Kalman Filter

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

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