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open-mmlab/mmdetection

mmdetection

OpenMMLab Detection Toolbox and Benchmark

View on GitHub↗Upstream open-mmlab/mmdetection↗

Builder

open-mmlab

open-mmlab

open-mmlab • individual

Stars

32,727

Using upstream star count

Forks

9,834

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Aug 22, 2018

Project creation date

README Summary

<div align="center"> <img src="resources/mmdet-logo.png" width="600"/> <div>&nbsp;</div> <div align="center"> <b><font size="5">OpenMMLab website</font></b> <sup> <a href="https://openmmlab.com"> <i><font size="4">HOT</font></i> </a> </sup> &nbsp;&nbsp;&nbsp;&nbsp; <b><font size="5">OpenMMLab platform</font></b> <sup> <a href="https://platform.openmmlab.com"> <i><font size="4">TRY IT OUT</font></i> </a> </sup> </div> <

Community Evaluation

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AI Dev Skills

Unmapped

Anchor-based DetectionAnchor-free DetectionComputer VisionConvolutional Neural NetworksData AugmentationFeature Pyramid NetworksInstance SegmentationModel OptimizationMulti-scale TrainingObject DetectionPanoptic SegmentationSemantic SegmentationSingle-stage DetectionTransfer LearningTwo-stage Detection

Tags

Anchor-based DetectionAnchor-free DetectionComputer VisionConvolutional Neural NetworksData AugmentationFeature Pyramid NetworksInstance SegmentationModel OptimizationMulti-scale TrainingObject DetectionPanoptic SegmentationSemantic SegmentationSingle-stage DetectionTransfer LearningTwo-stage DetectionBenchmarkingDeep LearningDistillationEvalsFine-TuningForkedJupyterMLOpsMachine LearningOpen SourcePose EstimationPyTorchReal-Time / StreamingResearch / PapersSegmentationTensorRTTutorial

Taxonomy

AI Trends

Foundation ModelsModel EfficiencyReal-time InferenceEdge AIMultimodal AI

category

Computer VisionModel TrainingEvals & BenchmarkingInference & ServingMLOps & InfrastructureLearning ResourcesData Science & Analytics

Deployment Context

Cloud APISelf-hostedEdge/MobileOn-premise

Industries

Autonomous VehiclesSurveillance and SecurityRetail and E-commerceManufacturing and Quality ControlHealthcare and Medical ImagingRoboticsAgricultureSports Analytics

Modalities

ImageVideo

Skill Areas

Object DetectionComputer VisionConvolutional Neural NetworksFeature Pyramid NetworksAnchor-based DetectionAnchor-free DetectionTwo-stage DetectionSingle-stage DetectionInstance SegmentationSemantic SegmentationPanoptic SegmentationTransfer LearningModel OptimizationData AugmentationMulti-scale Training

tag

BenchmarkingComputer VisionDeep LearningDistillationEvalsFine-TuningForkedJupyterMLOpsMachine LearningOpen SourcePose EstimationPyTorchReal-Time / StreamingResearch / PapersSegmentationTensorRTTutorial

Use Cases

Object Detection in ImagesReal-time Object RecognitionInstance SegmentationPedestrian DetectionVehicle DetectionFace DetectionProduct RecognitionDefect DetectionMedical Image AnalysisSatellite Image AnalysisVideo Surveillance

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
high
Maturity
production

Categories

Evals & BenchmarkingPrimaryInference & ServingMLOps & InfrastructureLearning ResourcesData Science & AnalyticsModel TrainingComputer VisionML Platform & InfrastructureSearch & KnowledgeOther AI / ML

PM Skills

Scale & ReliabilityData & Evaluation

Languages

Python100.0%

Timeline

Project created
Aug 22, 2018
Forked
Mar 22, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Aug 21, 2024

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