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PRBonn/OverlapNet

OverlapNet

OverlapNet - Loop Closing for 3D LiDAR-based SLAM (chen2020rss)

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Builder

PRBonn

PRBonn

PRBonn • individual

Stars

731

Using upstream star count

Forks

117

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

May 12, 2020

Project creation date

README Summary

OverlapNet was nominated as the Best System Paper at Robotics: Science and Systems (RSS) 2020

Community Evaluation

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AI Dev Skills

Unmapped

3D Point Cloud ProcessingConvolutional Neural NetworksDeep Learning for RoboticsGeometric Deep LearningLiDAR Data ProcessingSensor FusionSLAM Loop Closure Detection

Tags

3D Point Cloud ProcessingConvolutional Neural NetworksDeep Learning for RoboticsGeometric Deep LearningLiDAR Data ProcessingSensor FusionSLAM Loop Closure DetectionC++Deep LearningForkedGPU / CUDAKerasOpen SourcePoint Cloud / 3D VisionPyTorchPythonRoboticsSLAMSegmentationTensorFlowTransformers

Taxonomy

AI Trends

Deep Learning for Robotics3D Computer Vision

category

Model TrainingFoundation ModelsInference & ServingComputer VisionRoboticsLearning Resources

Deployment Context

Self-hostedEdge/Mobile

Industries

RoboticsAutonomous VehiclesSurveyingConstruction

Modalities

3DPoint Cloud

Skill Areas

3D Point Cloud ProcessingConvolutional Neural NetworksSLAM Loop Closure DetectionLiDAR Data ProcessingDeep Learning for RoboticsGeometric Deep LearningSensor Fusion

tag

C++Deep LearningForkedGPU / CUDAKerasOpen SourcePoint Cloud / 3D VisionPyTorchPythonRoboticsSLAMSegmentationTensorFlowTransformers

Use Cases

LiDAR-based SLAM Loop ClosureAutonomous Robot Navigation3D Point Cloud Place RecognitionMobile Mapping Localization

Recent Activity

Updated 3 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

Inference & ServingPrimaryLearning ResourcesFoundation ModelsModel TrainingComputer VisionRoboticsOther AI / ML

PM Skills

Developer Platform

Languages

Python100.0%

Timeline

Project created
May 12, 2020
Forked
Mar 16, 2026
Your last push
3 years ago
Upstream last push
3 years ago
Tracked since
Mar 24, 2023

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