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hlchen1043's Projects

highwayenv icon highwayenv

A minimalist environment for decision-making in autonomous driving

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.

lib-sumo icon lib-sumo

SUMO (Simulation of Urban Mobility) simulator interface using C++ TRACI bindings.

loam_noted icon loam_noted

loam code noted in Chinese(loam中文注解版)

mmdetection3d icon mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

msf-adv icon msf-adv

MSF-ADV is a novel physical-world adversarial attack method, which can fool the Multi Sensor Fusion (MSF) based autonomous driving (AD) perception in the victim autonomous vehicle (AV) to fail in detecting a front obstacle and thus crash into it. This work is accepted by IEEE S&P 2021.

opencda icon opencda

A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO.

openface icon openface

Face recognition with deep neural networks.

opentrafficlab icon opentrafficlab

OpenTrafficLab is a MATLAB environment capable of simulating simple traffic scenarios with modular vehicle and junction controllers.

pacmod_game_control icon pacmod_game_control

A demonstration node for controlling the PACMod 3 drive-by-wire system with a standard game controller.

paddle icon paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

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