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Shuguang's Projects

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Library implementing the Responsibility Sensitive Safety model (RSS) for Autonomous Vehicles

anomaly_datasets icon anomaly_datasets

Repository for the paper "Perception Datasets for Anomaly Detection in Autonomous Driving: A Survey"

assuremappingtools icon assuremappingtools

Desktop based tool for viewing, editing and saving road network maps for autonomous vehicle platforms such as Autoware.

bytetrack icon bytetrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

carla-data-export icon carla-data-export

A simple tool for generating training data from the Carla driving simulator

carla_invs icon carla_invs

multi-agent data collection and distributed learning in CARLA simulation

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

mmdetection3d icon mmdetection3d

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

modelzoo icon modelzoo

A collection of machine-learned models for use in autonomous driving applications.

pylot icon pylot

Modular autonomous driving platform running on the CARLA simulator and real-world vehicles.

reinforcementlearninginautopilot icon reinforcementlearninginautopilot

RL in AutoPilot 自动驾驶强化学习:效果展示,框架设计、算法和训练经验文档等(部分开源,update from private repo: egocar)

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