Image-based road pothole detection using deep learning model

P Gupta, M Dixit - 2022 14th International Conference on …, 2022‏ - ieeexplore.ieee.org
Road pothole detection is essential to ensure any engineering structures' health. Manual
pothole detection and classification is very human-intensive work. Several sensor-based …

Improving mathematical adaptive reasoning through traditional game “Lojo-Lojo Pindip” based on Android

M Magfirah, AMIT Asfar, AMIA Asfar… - AIP Conference …, 2022‏ - pubs.aip.org
This study aims to determine how applying the Problem Guided Solving Discovery learning
model, integrated into the Android-based traditional game" Lojo-Lojo Pindip," affects …

Pothole detection using YOLOv2 object detection network and convolutional neural network

R Sumalatha, RV Rao, SMR Devi - Applied Information Processing …, 2022‏ - Springer
Bad road conditions, such as cracks and potholes, can cause passenger discomfort, vehicle
damage, and accidents. Condition of roads indirectly effects on growth of the country …

[HTML][HTML] On Construction of Real-Time Monitoring System for Sport Cruiser Motorcycles Using NB-IoT and Multi-Sensors

E Kristiani, TH Yu, CT Yang - Sensors (Basel, Switzerland), 2024‏ - pmc.ncbi.nlm.nih.gov
This study leverages IoT technology to develop a real-time monitoring system for large
motorcycles. We collaborated with professional mechanics to define the required data types …

AN AUTOMATED MACHINE-LEARNING APPROACH FOR ROAD POTHOLE AND OBJECT DETECTION IN ADVERSE CLIMATIC CONDITIONS

G Bakshi, A Aggarwal - Machine …, 2024‏ - machineintelligenceresearchs.com
Autonomous vehicles and sophisticated automotive active-safety systems mostly depend on
visual information to identify and locate items like pedestrians, traffic signals, lights, and …

Road Radar: Integrated Road Monitoring and Maintenance System

BS Kumar, M Sundaram, M Golekar… - … in Computer Science …, 2024‏ - ieeexplore.ieee.org
Potholes pose a significant threat to road safety in India, contributing to serious traffic
accidents. To address this issue, a camera-based system mounted in cars is proposed to …

[PDF][PDF] Convolutional neural network for pothole detection in different road and weather conditions

Q Gazawy, S Buyrukoğlu, Y Yılmaz - Journal of Computer & …, 2023‏ - researchgate.net
Aims: To propose a deep learning algorithm for pothole detection and compare the
performance of Sigmoid and Softmax activation functions in the creation of Convolutional …

[PDF][PDF] IOT BASED DETECTION OF POTHOLE & HUMP USING ATMEGA328P

YK Shende, Y Raut, P Thakre - Journal of Engineering Sciences, 2023‏ - mlsoft.in
Potholes are a prevalent problem on roads, causing damage to vehicles and posing risks to
road users. Detecting and monitoring potholes in real-time can significantly contribute to …

Detección de baches y su severidad usando el Video VBOX Lite y teléfonos inteligentes

Y García-Ramírez, F García… - Ciencia, Ingenierías y …, 2022‏ - revistas.intec.edu.do
Los baches son un problema común en pavimentos deteriorados. Estos desniveles
disminuyen la comodidad de conducción y pueden llegar a causar siniestros viales. El …

Pothole Detection in Asphalt Road Images Based on Digital Image Processing (Case Study: Mawasangka District, Buton Tengah)

A Jainury, MH Anwar - ARITO Journal: Academic Research in …, 2024‏ - mail.usn.ac.id
Pothole detection on highways is an important aspect of maintaining road infrastructure
which can improve the safety and comfort of road users. This research aims to develop a …