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kalman-filtering

Computer vision based vehicle detection and tracking using Tensorflow Object Detection API and Kalman-filtering

Python
547
5 年前

Data Assimilation with Python: a Package for Experimental Research

Python
371
2 个月前

HCKalmanFilter is Swift implementation of Kalman filter algorithm intended to solve problem with GPS tracking

Swift
306
3 年前

KFNet: Learning Temporal Camera Relocalization using Kalman Filtering (CVPR 2020 Oral)

Python
221
5 年前

Tutorials on data assimilation (DA) and the EnKF

Python
154
6 个月前

A Sensor Fusion Algorithm that can predict a State Estimate and Update if it is uncertain

Jupyter Notebook
152
9 个月前

This 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! :)

Python
144
6 年前

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

C++
137
7 年前

Kalman filter sanctuary - including continuous-discrete extended Kalman filter. Bring additional filters here for a bigger collection.

C++
61
4 年前

Implementation of the Kalman Filtering Attention proposed in "Kalman Filtering Attention for User Behavior Modeling in CTR Prediction"

57
1 年前

partitioned block based frequency domain Kalman filter

Python
47
2 年前
Jupyter Notebook
44
6 年前

Hybrid Time Series using LSTM and Kalman Filtering

Python
43
2 年前

Kalman filtering and smoothing in Rust

Rust
39
8 年前

Kalman Filter for Pose estimation using Lie Algebra

C++
36
8 年前

Real-time Optical Flow-aided 6D Object Pose and Velocity Tracking

C++
34
2 年前