Browsing by Author "2031730643"

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    Development of a Low-Cost Autonomous Vehicle System Using COTS for Obstacle Detection and Collision Avoidance
    (North South University, 2024-04) Abrar Mahir Uddin Sahil; Nuzhat Jabeen Haque; Dr. Shahnewaz Siddique; 2013786043; 2031730643
    In response to the prevalent issue of traffic accidents in Bangladesh, a low-cost autonomous vehicle prototype is developed utilizing readily available resources. In this study, we explore the feasibility of low-cost autonomous vehicles in reducing traffic accidents prevalent in Bangladesh, where an average of 11 accidents occur daily. The prototype utilizes an Arduino UNO microcontroller, an ESP32 WiFi camera module, and a combination of sensors, like, an ultrasonic sensor and servo motor, for obstacle detection and collision avoidance. Sensor fusion techniques allow the system to identify everyday objects, such as water bottles, furniture, and electronics, using datasets trained via Edge Impulse software. Additionally, YOLOv3 and OpenCV software contribute to object identification. This resource-efficient approach presents a potentially viable solution for enhancing road safety in developing nations.