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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 filte…

Jupyter Notebook 16,449 4,157 Updated Aug 7, 2024

rlabbe/filterpy 库的中文翻译,原仓库链接:https://github.com/rlabbe/filterpy

5 4 Updated Apr 9, 2019

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, smoo…

Python 3,288 617 Updated Feb 7, 2024

Header-only C++11 Kalman Filtering Library (EKF, UKF) based on Eigen3

C++ 1,294 380 Updated Aug 24, 2023

It mainly includes radar-related multi-mode detection, segmentation, tracking, freespace space detection papers, datasets, projects, related docs

64 8 Updated Mar 12, 2023

Radar Simulator built with Python and C++

Python 279 63 Updated Sep 21, 2024

Object (e.g Pedestrian, vehicles) tracking by Extended Kalman Filter (EKF), with fused data from both lidar and radar sensors.

C++ 737 258 Updated Oct 27, 2023

《概率机器人》书和课后习题

363 141 Updated May 6, 2018

Using error-state Kalman filter to fuse the IMU and GPS data for localization.

C++ 559 168 Updated May 18, 2024

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

Python 1,182 327 Updated Jul 8, 2024

让微信网页版可用 / Allow the use of WeChat via webpage access

TypeScript 1,631 149 Updated Mar 1, 2024

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Jupyter Notebook 22,012 15,103 Updated Dec 22, 2023

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/

C++ 23,879 2,978 Updated Aug 17, 2024

基于LIO_SAM二次开发的,使用4D毫米波雷达/gps/imu的radar_slam方法

C++ 47 9 Updated Jun 25, 2021
2 Updated Feb 19, 2020

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

Python 2,113 625 Updated Mar 23, 2023

deeplearning.ai , By Andrew Ng, All slide and notebook + data + solutions and video link

Jupyter Notebook 1,369 527 Updated Nov 2, 2018

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 82,315 22,139 Updated Sep 21, 2024

Collection of generative models in Tensorflow

Python 3,912 859 Updated Aug 8, 2022

吴恩达老师的机器学习课程个人笔记

HTML 31,618 10,575 Updated Jun 10, 2024

OpenPCDet代码分析与注释

Python 401 49 Updated Feb 7, 2022

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

Python 4,591 1,284 Updated Aug 8, 2024

SECOND for KITTI/NuScenes object detection

Python 1,717 721 Updated Oct 14, 2022

PointPillars for KITTI object detection

Python 975 238 Updated May 15, 2020

[CVPR 2024 Highlight] GenAD: Generalized Predictive Model for Autonomous Driving & Foundation Models in Autonomous System

Python 538 22 Updated Sep 9, 2024

An open autonomous driving platform

C++ 25,029 9,674 Updated Sep 18, 2024

Convert pointpillars Pytorch Model To ONNX for TensorRT Inference

Python 376 85 Updated Nov 11, 2020

Official code base of the BEVDet series .

Python 1,385 260 Updated Jul 4, 2024

The Time Series Visualization Tool that you deserve.

C++ 4,349 608 Updated Aug 10, 2024
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