Computer Vision Based Pothole Detection Circuit Diagram The US records more than 2000 fatal accidents per year due to potholes and bad road conditions. This article describes an approach of building a realtime detection system. There are numerous use cases of this detection system. For example, a civic authority can detect and locate potholes and assess their magnitudes so that they can plan for
This project focuses on developing a Real-Time Pothole Detection System that identifies potholes on roads using a combination of OpenCV, a custom ML model along with YOLOv8, and NodeMCU for real-time processing. The system detects potholes from video streams captured by an ESP32-CAM and triggers voice alerts to notify drivers.
Detecting Potholes on Roads Using Python and YOLOv8 Circuit Diagram
In rock identification systems: a comprehensive review [] proposed a rock detection system using hardware components and cloud-based storage.The system uses an ATmega328P micro-controller, an HC-SR04 ultrasonic sensor for telemetry and a NEO 6 m GPS module for location coordinates The HC-05 Bluetooth module is used to transfer data from the micro-controller to the Android application.
Image-based pothole detection system for ITS service and road management system [Research article] Mathematical Problems in Engineering, 2015 (2015), pp. 1-10, 10.1155/2015/968361. AI training, and similar technologies. For all open access content, the relevant licensing terms apply.
based pothole detection system using ... Circuit Diagram
Abstract: The goal of this project endeavours to enhance road safety through a machine learning-based pothole detection system. The primary objective is to develop an artificial intelligence solution that can accurately identify and analyse potholes on road surfaces, thereby contributing to proactive road maintenance and accident prevention.
