Pothole detection system using deep learning techniques

The essential roads are taken into consideration the medium of transportation.But because of heavy utilization and environmental factors, those roads require everyday protection.Such renovation is often now not carried out because of lack of expertise or lack of ability to screen each website online.This results in potholes, traffic jams and accidents.This paper deals with pothole detection the usage of cameras set up on street supports.Image processing techniques provided well timed data to PMC officers through e-mail, thereby lowering labor expenses.To check the functionality of the proposed machine, the CV library become opened in the Windows environment.Simple photograph processing strategies which include part detection and Hough rework are used to correctly detect outliers.

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Publication Details

Journal
AIP conference proceedings
Published
2025-01-01
DOI
https://doi.org/10.1063/5.0270288
Primary Topic
Infrastructure Maintenance and Monitoring
Type
article
Field-Weighted Citation Impact
0.00
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article

Pothole detection system using deep learning techniques

R. Rajalakshmi, S. Srividhya, R. Goutham, G. Humrish
AIP conference proceedings
Infrastructure Maintenance and Monitoring
article

Pothole detection system using deep learning techniques

R. Rajalakshmi, S. Srividhya, R. Goutham, G. Humrish
article en

Abstract

The essential roads are taken into consideration the medium of transportation.But because of heavy utilization and environmental factors, those roads require everyday protection.Such renovation is often now not carried out because of lack of expertise or lack of ability to screen each website online.This results in potholes, traffic jams and accidents.This paper deals with pothole detection the usage of cameras set up on street supports.Image processing techniques provided well timed data to PMC officers through e-mail, thereby lowering labor expenses.To check the functionality of the proposed machine, the CV library become opened in the Windows environment.Simple photograph processing strategies which include part detection and Hough rework are used to correctly detect outliers.

AIP conference proceedingsVol. 3257
Sathyabama Institute of Science and Technology (IN)
Openalex Percentile: Top 83%
Infrastructure Maintenance and Monitoring
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