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hustvl/MapTR

An open-source library for constructing vectorized high-definition maps for autonomous driving in real-time

1.5K
Experimental
Python
Computer Vision
API Frameworks
Python
#autonomous-driving#bev#end-to-end

ShisatoYano/AutonomousVehicleControlBeginnersGuide

This Python project is a technical guide for beginners to study algorithms and software architectures for autonomous vehicle control.

1.4K
Active
Python
Computer Vision
API Frameworks
#autonomous-vehicles#computer-vision#algorithm

yangyanli/PointCNN

PointCNN: A deep learning model for point cloud processing and feature extraction.

1.4K
Archived
Python
#point-cloud#convolutional-neural-networks#deep-learning

OpenDriveLab/Birds-eye-view-Perception

OpenDriveLab's Birds-eye-view Perception project provides a cookbook and research for autonomous driving, with Python implementation.

1.4K
Experimental
Python
React
#authentication#perception-algorithm#autonomous-driving

leofan90/Awesome-World-Models

A comprehensive list of papers on World Models, a technique for general video generation, embodied AI, and autonomous driving.

1.3K
Active
Agents & Orchestration
Computer Vision
#world-models#video-prediction#autonomous-driving

OpenDriveLab/DriveLM

DriveLM is a graph visual question answering model for autonomous driving tasks, built using large language models.

1.3K
Experimental
HTML
LLM Frameworks
Vision-Language
PyTorch
#autonomous-driving#graph-based-models#visual-question-answering

hustvl/VAD

A Python library for efficient autonomous driving using vectorized scene representation.

1.2K
Active
Python
Computer Vision
API Frameworks
#autonomous-driving#computer-vision#efficient-algorithms

szenergy/awesome-lidar

An awesome list of LIDAR hardware, software, datasets, and tools for autonomous driving and 3D applications.

1.2K
Active
Robotics
Databases
#lidar#3d#pointcloud

NVlabs/VoxFormer

Official PyTorch implementation of VoxFormer, a state-of-the-art 3D computer vision model for autonomous driving and scene understanding.

1.2K
Archived
Python
Computer Vision
3D Perception
PyTorch
#3d-vision#autonomous-driving#scene-understanding

ucla-mobility/OpenCDA

A framework for prototyping full-stack cooperative driving automation applications using CARLA and SUMO.

1.1K
Experimental
Python
Computer Vision
API Frameworks
Python
#automated-driving-systems#autonomous-driving#connected-and-automated-vehicles

huawei-noah/SMARTS

A scalable multi-agent reinforcement learning simulator for autonomous driving research and development.

1.1K
Archived
Python
Agents & Orchestration
API Frameworks
Python
#autonomous-driving#reinforcement-learning#simulation
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