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Improved YOLOv5l for vehicle detection: an application to estimating traffic density and identifying over speeding vehicles on highway scenes

Navjot Singh, Paras Saini, Om Shubham, Rituraj Awasthi, Anurag Bharti, Neetesh Kumar

2023Multimedia Tools and Applications11 citationsDOI

Topics & Concepts

Computer scienceCentroidVehicle tracking systemArtificial intelligenceRecall rateTracking (education)Object detectionFalse alarmConstant false alarm rateComputer visionPrecision and recallPattern recognition (psychology)Kalman filterPedagogyPsychologyAdvanced Neural Network ApplicationsVideo Surveillance and Tracking MethodsAutonomous Vehicle Technology and Safety
Improved YOLOv5l for vehicle detection: an application to estimating traffic density and identifying over speeding vehicles on highway scenes | Litcius