Verwandte Artikel zu TRAFFIC VEHICLE MONITORING USING CNN: DE

TRAFFIC VEHICLE MONITORING USING CNN: DE - Softcover

Mali, Tejas; Patil, Dhanashri; Patil, Krishna

 
9786209583247: TRAFFIC VEHICLE MONITORING USING CNN: DE
Softcover
ISBN 10: 6209583245 ISBN 13: 9786209583247
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

This project presents an advanced, AI-powered surveillance system specifically engineered to enhance road safety and enforce traffic regulations concerning two wheeler riders. The system autonomously detects helmet violations and illegal triple-riding-two of the most prevalent and hazardous traffic infractions involving motorcycles-using a synergy of real-time video analysis and deep learning techniques. At the core of the detection pipeline is YOLOv8, a state-of-the-art object detection model acclaimed for its high-speed inference and remarkable accuracy, enabling it to identify motorcyclists, count riders, and determine helmet usage with precision in live video feeds. The visual data is processed using OpenCV, which captures and refines each frame for effective object detection. In tandem with this, the system incorporates an Automatic Number Plate Recognition (ANPR) module, powered by Easy OCR, to accurately extract license plate information from detected vehicles once a violation is confirmed.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Mr. Tejas Mali, Ms. Pranjal Joshi, Ms. Dhanashri Patil, Mr. Krishna Patil and Dr. Aniket Gunjal are associated with Zeal College of Engineering and Research (ZCOER), Savitribai Phule Pune University (SPPU), Pune, India.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6209583245
ISBN 13 
9786209583247
Einband
Taschenbuch
Anzahl der Seiten
76
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
Niedersachsen
49078
Deutschland