Library/lidar-bonnetal
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PRBonn/lidar-bonnetal

lidar-bonnetal

Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving

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PRBonn

PRBonn

PRBonn • individual

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1,034

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215

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Created

Jul 24, 2019

Project creation date

README Summary

LiDAR Bonnetal is a semantic and instance segmentation framework for LiDAR point clouds specifically designed for autonomous driving applications. It provides tools and neural network architectures for processing 3D point cloud data to identify and classify different objects and regions in the environment. The framework includes training pipelines, inference tools, and evaluation metrics for LiDAR-based perception tasks.

AI Dev Skills

Unmapped

3D Point Cloud ProcessingSemantic SegmentationInstance SegmentationConvolutional Neural NetworksLiDAR Data ProcessingComputer Vision for Autonomous SystemsDeep Learning for 3D DataSpatial Data Analysis

Tags

3D Point Cloud ProcessingSemantic SegmentationInstance SegmentationConvolutional Neural NetworksLiDAR Data ProcessingComputer Vision for Autonomous SystemsDeep Learning for 3D DataSpatial Data AnalysisAutomotiveOn-premise3DObject Detection in Point CloudsEnvironmental Mapping for Self-Driving CarsRoboticsEdge AI for Autonomous SystemsLiDAR Point Clouds3D Scene UnderstandingReal-time 3D PerceptionEdge/MobileAutonomous Vehicle PerceptionLiDAR Point Cloud AnalysisTransportationPython

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Recent Activity

Updated 1 years ago

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90 Days

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Quality

research
Quality
medium
Maturity
research

Categories

Dev Tools & AutomationPrimaryInference & ServingEdge & Mobile AIOther AI / MLAI AgentsComputer VisionRobotics

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Developer Platform

Languages

Python100.0%

Timeline

Project created
Jul 24, 2019
Forked
Mar 16, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Aug 5, 2024

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