Speed Breaker and Potholes Detection Using DL and IoT

This project introduces a novel approach to enhance road safety by implementing a real-time pothole detection system. The system utilizes a camera module to capture video input, which is then processed using a Python file for Image detection. Upon detecting a pothole or a speed breaker, the system triggers a buzzer to alert nearby vehicles and pedestrians. This alert mechanism aims to reduce the risk of accidents and vehicle damage caused by potholes, thereby improving overall road safety. Additionally, the project can contribute to the efficient maintenance of roads by enabling timely repair of identified potholes. The system's effectiveness in alerting road users and facilitating prompt repairs underscores its potential to enhance the quality and safety of transportation infrastructure. Also a concept of RQI (Road Quality Index) will improve the transport and travelling over the road. And to make a database which contain coordinates where speed breakers and potholes are present and this database will be real time

Authors

Publication Details

Journal
International Journal for Research in Applied Science and Engineering Technology
Published
2024-11-20
DOI
https://doi.org/10.22214/ijraset.2024.65314
Primary Topic
Infrastructure Maintenance and Monitoring
Type
article
Field-Weighted Citation Impact
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article

Speed Breaker and Potholes Detection Using DL and IoT

Prasad Khambadkar
International Journal for Research in Applied Science and Engineering Technology
Infrastructure Maintenance and Monitoring
article

Speed Breaker and Potholes Detection Using DL and IoT

Prasad Khambadkar
article en

Abstract

This project introduces a novel approach to enhance road safety by implementing a real-time pothole detection system. The system utilizes a camera module to capture video input, which is then processed using a Python file for Image detection. Upon detecting a pothole or a speed breaker, the system triggers a buzzer to alert nearby vehicles and pedestrians. This alert mechanism aims to reduce the risk of accidents and vehicle damage caused by potholes, thereby improving overall road safety. Additionally, the project can contribute to the efficient maintenance of roads by enabling timely repair of identified potholes. The system's effectiveness in alerting road users and facilitating prompt repairs underscores its potential to enhance the quality and safety of transportation infrastructure. Also a concept of RQI (Road Quality Index) will improve the transport and travelling over the road. And to make a database which contain coordinates where speed breakers and potholes are present and this database will be real time

International Journal for Research in Applied Science and Engineering TechnologyVol. 12(11)
Openalex Percentile: Top 76%
Infrastructure Maintenance and Monitoring
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