araç sınıflandırma

Konvolüsyonel Sinir Ağı Kullanarak Gerçek Zamanlı Araç Tipi Sınıflandırması

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Özetçe— Video gözetimi; güvenlik, kolluk kuvvetleri ve trafik izleme gibi önemli uygulama alanlarına sahiptir. Araçların tespiti ve sınıflandırılması, AUS’de kullanılabilen trafik istatistiklerinin ve değerli bilgilerin toplanmasında yardımcı olur. Bu çalışmada, gerçek zamanlı araç sınıflandırmasını inceledik ve YOLO gerçek zamanlı nesne sınıflandırma çerçevesini kullanan bir sistemi gerçekleştirdik. Testler için iyi bilinen araç veri seti-BIT vehicle dataset- … Read more

Performance Evaluation of Support Vector Machine and Convolutional Neural Network Algorithms in Real-Time Vehicle Type Classification

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Intelligent traffic management systems needs to obtain information about traffic with different sensors to control the traffic flow properly. Traffic surveillance videos are very actively used for this purpose. In this paper, we firstly create a vehicle dataset from an uncalibrated camera. Then, we test Tiny-YOLO real-time object detection and classification system and SVM classifier … Read more

A Concise Review on Vehicle Detection and Classification

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Abstract—Traffic management and information systems need to obtain information about traffic with various sensors to control the traffic flow properly. In this context, videos are very actively used in traffic surveillance and control in recent years. With the help of image processing based video surveillance system in traffic management systems, many studies are done. Processing … Read more

Measuring the Efficiencies of Vehicle Classification Algorithms on Traffic Surveillance Video

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Abstract— Traffic management and information systems need to obtain information about traffic with various sensors to control the traffic follow properly. In this context, videos are very actively used in traffic surveillance and control in recent years. With the help of image processing based video surveillance system in traffic management systems, many studies are done. … Read more