perditioinc/Construction-Hazard-Detection
Construction-Hazard-Detection
Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.
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yihong1120
yihong1120 • individual
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Created
Jan 2, 2024
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README Summary
🇬🇧 [English](./README.md) | 🇹🇼 [繁體中文](./README-zh-tw.md)
Community Evaluation
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Clustering AlgorithmsComputer VisionHDBSCANImage ProcessingObject DetectionPost-processing AlgorithmsSafety Detection SystemsYOLO Architecture
Tags
Clustering AlgorithmsComputer VisionHDBSCANImage ProcessingObject DetectionPost-processing AlgorithmsSafety Detection SystemsYOLO ArchitectureCachingDatabaseDockerEvalsForkedGPU / CUDAGoogle CloudHuggingFaceMCPMachine LearningMobileModel OptimizationPythonPython Web FrameworkReal-Time / StreamingRoadmapScikit-learnStatisticsStructured OutputTensorRT
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Recent Activity
Updated 4 months ago
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Update README files to reference the new Hugging Face model repository URL
yihong1120 • Feb 1, 2026
Update HDBSCAN initialization to include copy parameter and simplify detection items assignment
yihong1120 • Jan 31, 2026
Add os import and set OpenCV FFMPEG options for TCP transport in StreamViewer
yihong1120 • Jan 30, 2026
Quality
prototype- Quality
- medium
- Maturity
- prototype
Categories
Inference & ServingPrimaryEvals & BenchmarkingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesData Science & AnalyticsFoundation ModelsAI AgentsComputer VisionEdge & Mobile AIOther AI / ML
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Cost & EfficiencyScale & ReliabilityData & EvaluationDeveloper Platform
Languages
Python100.0%
Timeline
- Project created
- Jan 2, 2024
- Forked
- Mar 16, 2026
- Your last push
- 4 months ago
- Upstream last push
- 1 months ago
- Tracked since
- Feb 1, 2026
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