Library/detectron2
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facebookresearch/detectron2

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Builder

Meta Research

Meta Research

facebookresearch • ai-lab

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34,274

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7,920

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Created

Sep 5, 2019

Project creation date

README Summary

Detectron2 is Facebook AI Research's next-generation library that provides a flexible, extensible platform for object detection and segmentation research. It offers state-of-the-art detection and segmentation algorithms with modular design, enabling researchers to easily implement new models and conduct experiments. The library supports various computer vision tasks including object detection, instance segmentation, panoptic segmentation, and keypoint detection.

AI Dev Skills

Unmapped

Convolutional Neural NetworksObject DetectionInstance SegmentationSemantic SegmentationPanoptic SegmentationComputer Vision Model TrainingTransfer LearningFeature Pyramid NetworksRegion-based CNNMask R-CNNRetinaNetFCOSModel DeploymentData AugmentationMulti-GPU Training

Tags

Convolutional Neural NetworksObject DetectionInstance SegmentationSemantic SegmentationPanoptic SegmentationComputer Vision Model TrainingTransfer LearningFeature Pyramid NetworksRegion-based CNNMask R-CNNRetinaNetFCOSModel DeploymentData AugmentationMulti-GPU TrainingSecurity and SurveillanceMedical Image AnalysisVideoDeep LearningEdge/MobileComputer VisionManufacturingOn-premiseRoboticsSelf-hostedVideo SurveillanceAutonomous VehiclesRetailProduction MLSports AnalyticsCloud APIQuality Control InspectionInventory ManagementHealthcareImageMedia and EntertainmentModel OptimizationAutonomous Vehicle Object DetectionContent ModerationAugmented RealityAgricultural MonitoringPython

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Updated 23 days ago

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production
Quality
high
Maturity
production

Categories

Other AI / MLPrimaryDev Tools & AutomationSpatial & XRObservability & MonitoringInference & ServingCoding & Dev ToolsData Science & AnalyticsHealthcare & BiologyEdge & Mobile AIAI AgentsModel TrainingComputer VisionRobotics

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Developer Platform

Languages

Python100.0%

Timeline

Project created
Sep 5, 2019
Forked
Mar 22, 2026
Your last push
23 days ago
Upstream last push
23 days ago
Tracked since
Mar 21, 2026

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