Library/sam2Forked

facebookresearch/sam2

sam2

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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Meta Research

Meta Research

facebookresearch • ai-lab

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Created

Jul 29, 2024

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README Summary

This repository contains the implementation of Meta's Segment Anything Model 2 (SAM 2), a foundation model for object segmentation in images and videos. It provides inference code, pre-trained model checkpoints, and example notebooks demonstrating how to use the model for various segmentation tasks. SAM 2 extends the original SAM capabilities to handle both static images and video sequences with improved accuracy and efficiency.

AI Dev Skills

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Computer VisionImage SegmentationVideo SegmentationFoundation ModelsObject TrackingTransformer ArchitectureDeep Learning InferenceModel Checkpointing

Tags

Computer VisionImage SegmentationVideo SegmentationFoundation ModelsObject TrackingTransformer ArchitectureDeep Learning InferenceModel CheckpointingSports AnalyticsPre-trained Model DeploymentHealthcareEdge/MobileManufacturingPrecision Agriculture MonitoringRoboticsCloud APIVision TransformersAutonomous NavigationMultimodalComputer Vision at ScaleVideo Object TrackingMask GenerationOn-premiseImageAutonomous VehiclesE-commerceContent ModerationModel DemocratizationMedical Image AnalysisBackground RemovalQuality Control in ManufacturingSelf-hostedAutomated Photo EditingObject DetectionVideo ProcessingConvolutional Neural NetworksVideoSecurity and SurveillanceZero-shot LearningMedia and EntertainmentAgricultureJupyter Notebook

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production
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Dev Tools & AutomationPrimaryObservability & MonitoringInference & ServingCoding & Dev ToolsData Science & AnalyticsHealthcare & BiologyMultimodal AIEdge & Mobile AIOther AI / MLComputer VisionRoboticsFoundation ModelsAI Agents

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Jupyter Notebook100.0%

Timeline

Project created
Jul 29, 2024
Forked
Mar 13, 2026
Your last push
1 months ago
Upstream last push
7 days ago
Tracked since
Mar 5, 2026

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