Prosiding Seminar Nasional Ilmu Komputer Universitas Semarang 2022
Desain Sistem Monitoring Visitor Counter Menggunakan YOLOV3 (You Only Look Once) Berbasis Internet Of Things
Dublin Core
Title
Prosiding Seminar Nasional Ilmu Komputer Universitas Semarang 2022
Desain Sistem Monitoring Visitor Counter Menggunakan YOLOV3 (You Only Look Once) Berbasis Internet Of Things
Desain Sistem Monitoring Visitor Counter Menggunakan YOLOV3 (You Only Look Once) Berbasis Internet Of Things
Subject
IoT, YOLOV3, visitor counter, deteksi objek
IoT, YOLOV3, visitor counter, object detection
IoT, YOLOV3, visitor counter, object detection
Description
Internet Of Things (IoT) merupakan solusi alternatif untuk kehidupan manusia di berbagai bidang, salah satunya ada pelayanan publik. Pencatatan jumlah orang yang akan masuk dalam suatu ruangan menjadi penting untuk pemilik atau pengelola suatu pelayanan publik. Pengawasan jumlah orang yang berkunjung dalam suatu ruangan dalam jangka waktu tertentu dapat menjadi faktor penting dalam menentukan kebijakan publik untuk kenyamanan pengunjung. Masalah yang masih terjadi pada sistem yang sudah ada dalam monitoring jumlah orang di suatu ruangan atau tempat publik adalah pengunjung masih harus melakukan scan barcode secara manual. Makalah ini mengusulkan perancangan sistem dengan menggunakan algoritma YOLOV3 (You Only Look Once) untuk monitoring Visitor Counter berbasis Internet of Things (IoT) dengan menggunakan kamera CCTV serta ESP8266. Penggunaan algoritma ini bertujuan untuk melakukan pendeteksian objek yang lebih akurat dan akan dapat membedakan objek yang terlihat pada kamera CCTV berupa manusia atau benda lainnya. Hasil dari penelitian ini adalah sebuah rancangan sistem dari proses pendeteksian objek yang dikirim ke database cloud.
Internet of Things (IoT) is an alternative solution for human life in various fields, one of which is public service. Recording the number of people who will enter a room is important for the owner or manager of a public service. Monitoring the number of people visiting a room in a certain period of time can determine the policy determinants for visitor comfort. The problem that still occurs in the existing system in monitoring the number of people in a room or public place is the visitors still have to scan the barcode manually. This paper proposes a system design using the YOLOV3 (You Only Look Once) algorithm to monitor the Internet of Things (IoT)- based Visitor Counter using CCTV cameras and ESP8266. This use aims to detect objects more accurately, which will be able to distinguish objects seen on CCTV cameras in the form of humans or other objects. The result of this research is a system design of the object detection process that is sent to the cloud database.
Internet of Things (IoT) is an alternative solution for human life in various fields, one of which is public service. Recording the number of people who will enter a room is important for the owner or manager of a public service. Monitoring the number of people visiting a room in a certain period of time can determine the policy determinants for visitor comfort. The problem that still occurs in the existing system in monitoring the number of people in a room or public place is the visitors still have to scan the barcode manually. This paper proposes a system design using the YOLOV3 (You Only Look Once) algorithm to monitor the Internet of Things (IoT)- based Visitor Counter using CCTV cameras and ESP8266. This use aims to detect objects more accurately, which will be able to distinguish objects seen on CCTV cameras in the form of humans or other objects. The result of this research is a system design of the object detection process that is sent to the cloud database.
Creator
Ivan Permana
Publisher
Universitas Semarang
Date
19 Oktober 2022
Contributor
Sri Wahyuni
Rights
ISSN: 2614-1205
Format
PDF
Language
Indonesian
Type
Text
Coverage
Prosiding Seminar Nasional Ilmu Komputer Universitas Semarang 2022
Files
Citation
Ivan Permana, “Prosiding Seminar Nasional Ilmu Komputer Universitas Semarang 2022
Desain Sistem Monitoring Visitor Counter Menggunakan YOLOV3 (You Only Look Once) Berbasis Internet Of Things,” Repository Horizon University Indonesia, accessed April 26, 2025, https://repository.horizon.ac.id/items/show/3512.
Desain Sistem Monitoring Visitor Counter Menggunakan YOLOV3 (You Only Look Once) Berbasis Internet Of Things,” Repository Horizon University Indonesia, accessed April 26, 2025, https://repository.horizon.ac.id/items/show/3512.