Library/mmdetectionForked

open-mmlab/mmdetection

mmdetection

OpenMMLab Detection Toolbox and Benchmark

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Builder

open-mmlab

open-mmlab • individual

Stars

32,562

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Forks

9,850

Using upstream fork count

Open Issues

Activity Score

0/100

0 commits in 30d

Created

Aug 22, 2018

Project creation date

README Summary

MMDetection is OpenMMLab's next-generation open source object detection toolbox built on PyTorch. It provides a unified framework for implementing and benchmarking state-of-the-art object detection algorithms with modular design and high flexibility. The toolbox supports numerous detection models including two-stage, one-stage, and transformer-based detectors.

AI Dev Skills

Unmapped

Tags

Object DetectionComputer VisionConvolutional Neural NetworksFeature Pyramid NetworksAnchor-based DetectionAnchor-free DetectionTwo-stage DetectionSingle-stage DetectionInstance SegmentationSemantic SegmentationPanoptic SegmentationTransfer LearningModel OptimizationData AugmentationMulti-scale TrainingVideoVehicle DetectionFoundation ModelsRoboticsReal-time Object RecognitionAgricultureSatellite Image AnalysisPedestrian DetectionCloud APIHealthcare and Medical ImagingSelf-hostedImageSurveillance and SecurityMultimodal AIReal-time InferenceManufacturing and Quality ControlSports AnalyticsEdge AIMedical Image AnalysisEdge/MobileObject Detection in ImagesVideo SurveillanceProduct RecognitionAutonomous VehiclesModel EfficiencyRetail and E-commerceOn-premiseDefect DetectionFace DetectionPython

Taxonomy

AI Trends

Foundation Models Model Efficiency Real-time Inference Edge AI Multimodal AI

Deployment Context

Cloud API Self-hosted Edge/Mobile On-premise

Industries

Autonomous Vehicles Surveillance and Security Retail and E-commerce Manufacturing and Quality Control Healthcare and Medical Imaging Robotics Agriculture Sports Analytics

Modalities

Image Video

Skill Areas

Use Cases

Object Detection in Images Real-time Object Recognition Instance Segmentation Pedestrian Detection Vehicle Detection Face Detection Product Recognition Defect Detection Medical Image Analysis Satellite Image Analysis Video Surveillance

Recent Activity

Updated 1 years ago

7 Days

30 Days

90 Days

Quality

production

Quality: high
Maturity: production

PM Skills

Developer Platform

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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