Implementation of an IoT-Based Car Park Availability Monitoring System

Implementation of an IoT-Based Car Park Availability Monitoring System

To assist drivers, the researchers propose a car park occupancy monitoring system that uses a Raspberry Pi to obtain photos needed by YOLOv7 to determine the presence of vehicles in a parking area. OpenCV is used to count the number of available parking spaces from the analysis of YOLOv7. The inform...

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Bibliographic Details
Main Authors: Navarro, Jerome Daniel P., Punla, Radyn Matthew H., Agustin, Luisito L
Format: text
Published: Archīum Ateneo 2023
Subjects:
Annotation
Chatbot
Internet-of-Things
Machine Learning
Mobile Application
Model Training
Object Detection
Raspberry Pi
Real-Time
YOLOv7
Artificial Intelligence and Robotics
Computer Sciences
Data Storage Systems
Digital Communications and Networking
Physical Sciences and Mathematics
Online Access:https://archium.ateneo.edu/ecce-faculty-pubs/159
https://doi.org/10.1109/IoTaIS60147.2023.10346069
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Institution: Ateneo De Manila University
Description
Summary:To assist drivers, the researchers propose a car park occupancy monitoring system that uses a Raspberry Pi to obtain photos needed by YOLOv7 to determine the presence of vehicles in a parking area. OpenCV is used to count the number of available parking spaces from the analysis of YOLOv7. The information is uploaded to the internet in real-time for access by users of the parking area. The data is uploaded and processed in Google Sheets and is accessed by a chatbot, using FlowXO. The chatbot is then deployed in Facebook Messenger, available to the targeted end users.

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