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IDEA-Research/Grounded-SAM-2

Grounded-SAM-2

Grounded SAM 2: Ground and Track Anything in Videos with Grounding DINO, Florence-2 and SAM 2

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IDEA-Research

IDEA-Research

IDEA-Research • individual

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3,381

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393

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Created

Aug 1, 2024

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README Summary

Grounded SAM 2 is a comprehensive framework that combines Grounding DINO, Florence-2, and SAM 2 to enable grounding and tracking of any object in videos through natural language prompts. The system provides end-to-end object detection, segmentation, and temporal tracking capabilities in video sequences. It offers both interactive demos and programmatic APIs for various computer vision tasks including video object segmentation and multi-object tracking.

AI Dev Skills

Unmapped

Object DetectionInstance SegmentationVideo Object TrackingVision-Language UnderstandingMulti-Modal AIComputer Vision Pipeline IntegrationGrounding ModelsVisual Prompt EngineeringTemporal Consistency in Video Processing

Tags

Object DetectionInstance SegmentationVideo Object TrackingVision-Language UnderstandingMulti-Modal AIComputer Vision Pipeline IntegrationGrounding ModelsVisual Prompt EngineeringTemporal Consistency in Video ProcessingRoboticsManufacturing Quality ControlAutonomous NavigationSecurity and SurveillanceMedia and EntertainmentTextFoundation ModelsIndustrial Quality InspectionAutonomous VehiclesSelf-hostedMultimodalImageMedical ImagingMedical Video AnalysisVideoContent-Based Video SearchVision-Language ModelsCompound AI SystemsMultimodal ReasoningSports Performance AnalysisOn-premiseSports AnalyticsCloud APIAutomated Video AnnotationVideo Surveillance AnalysisJupyter Notebook

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Recent Activity

Updated 5 months ago

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90 Days

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Quality

research
Quality
medium
Maturity
research

Categories

ML Platform & InfrastructurePrimaryMLOps & InfrastructureDev Tools & AutomationIndustry: HealthcareCoding & Dev ToolsData Science & AnalyticsHealthcare & BiologyMultimodal AISearch & KnowledgeOther AI / MLFoundation ModelsAI AgentsComputer VisionRobotics

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Jupyter Notebook100.0%

Timeline

Project created
Aug 1, 2024
Forked
Mar 13, 2026
Your last push
5 months ago
Upstream last push
5 months ago
Tracked since
Nov 11, 2025

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