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Cheng Xu's Projects

argos_bridge icon argos_bridge

A ROS plugin for the ARGoS robot simulator, enabling large-scale swarm robotic simulations using ROS.

aruco-nav icon aruco-nav

Localization and Visual Navigation of a Scalable Robot Swarm using ArUco Markers.

aruco-nav-fyp-2020 icon aruco-nav-fyp-2020

Localization and Visual Navigation of a Scalable Robot Swarm using ArUco Markers.

belief-propagation icon belief-propagation

Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum

bug2 icon bug2

Robot Motion Planning via bug2 algorithm on a differential drive robot (epuck 2) in the webots simulation environment

cfqirbm icon cfqirbm

Collaborative Filtering Quantum Infinite Restricted Boltzmann Machine

corb-slam icon corb-slam

Cooperative ORB-SLAM for two monocular cameras

dal icon dal

Repository for Deep Active Localization research and benchmarks

exploration icon exploration

Cooperative Exploration for Active Multi-Robot SLAM

fedao icon fedao

🔚A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pytorch/Tensorflow, single-machine/distributed, synchronized/asynchronous.

filterpy icon filterpy

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, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

finn icon finn

Fast, Scalable Quantized Neural Network Inference on FPGAs

forneylab.jl icon forneylab.jl

Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.

hmt-platform icon hmt-platform

These are archived files used in wearable human motion tracking system.

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