Vehicle collision detection and alert system using YOLO

The Vehicle Collision and Alert System using YOLO is a computer vision-based approach to prevent vehicle collisions on roads. You Only Look Once, or YOLO, is a cutting-edge object identification technique that is used to detect a capable deep learning algorithm for object detection in an image or vi...

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Bibliographische Detailangaben
Hauptverfasser: Nihal, M., Rahul, Karaka, Kumar, K. Pradeep Mohan
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:The Vehicle Collision and Alert System using YOLO is a computer vision-based approach to prevent vehicle collisions on roads. You Only Look Once, or YOLO, is a cutting-edge object identification technique that is used to detect a capable deep learning algorithm for object detection in an image or video with high accuracy and speed. The proposed system detects the presence of a vehicle in the vicinity of the driver and alerts the driver if the distance between the two vehicles is insufficient. The alert system is designed to provide timely and accurate information to the driver, allowing them to take corrective action and avoid accidents. The system uses a camera mounted on the vehicle to capture real-time images, which are then analyzed by the YOLO algorithm to detect the presence of other vehicles. The proposed system has the potential to improve road safety and prevent accidents by providing timely warnings to drivers.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0217586