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Gautama, I Made Bhaskara
Institut Teknologi Dan Bisnis STIKOM Bali
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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

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Real-Time Visitor Counting with Dynamic Facial Recognition using Python and Machine Learning Gautama, I Made Bhaskara; Arsa, I Gusti Ngurah Wikranta; Saputra, I Made Arya Budhi; Wijaya, IGKG Puritan; Sutha, Dewa Gede Yudisena Nanda
Journal of Applied Informatics and Computing Vol. 7 No. 2 (2023): December 2023
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v7i2.6452

Abstract

Visitor data or the number of visitors at a particular location is crucial information to be obtained. This data can serve various purposes, particularly in enhancing customer satisfaction. For instance, predicting the number of visitors at tourist destinations enables tourism management to be better prepared for welcoming and providing optimal services to arriving visitors. Visitor count data can also be employed to automatically restrict visitors during the COVID-19 pandemic, ensuring a safe and comfortable environment with limited attendees. To acquire visitor data, a system capable of accurate visitor detection is required. This research utilizes computer vision to detect visitor faces. The developed system, programmed in Python, functions by detecting visitor faces and conducting a count based on the detected faces. To prevent the same visitor from being detected multiple times, a facial recognition method with dynamic facial data collection is implemented in this study. The constructed system successfully counted 27 out of 28 visitors over a two-day period. However, the system has limitations, particularly in terms of the restricted detection area. Therefore, a physical mechanism mandating visitors to undergo facial scanning and registration needs to be established, ensuring recorded data corresponds to the actual visitor count.
Co-Authors Adh, IGKG Puritan Wijaya Adhityasaputra, I Komang Wira Arya Budhi Saputra, I Made Astari, Ni Made Ayu Juli Bramanta, I Gusti Ngurah Alit Bayu Cahya Harya Dharma Devi, Ni Luh Putu Satya Dewa Putu Adi Krisna Dewantara Dewa Putu Wahyu Adi Putra Dian Rahmani Putri Dian Rahmani Putri Erma Sulistyo Rini Erma Sulistyo Rini, Erma Sulistyo Gde Sastrawangsa, Gde I Gede Putra Mas Yusadara I Gusti Agung Indra Muliawan I Gusti Agung Ngurah Indra Muliawan I Gusti Ayu Pramitaresthi I Gusti Ngurah Wikranta Arsa I Gusti Ngurah Wikranta Arsa, I Gusti Ngurah I Kadek Bintang Mandala Dwita I Komang Adi Pratama Yuda I Made Mika Parwita I Made Surya Adi Putra I Made Surya Adi Putra I Made Surya Adiputra I Nyoman Rudy Hendrawan I Nyoman Rudy Hendrawan I Putu Kusa Satrialandipa Putra I Putu Wardhiana I Wayan Ardiyasa, I Wayan Ida Ayu Candra Pradnya Dewi Ida Bagus Jatem Kamandalu IGKG Puritan Wijaya ADH IGKG Puritan Wijaya ADH IGKG Puritan Wijaya Adh, IGKG Puritan IGKG Puritan Wijaya, IGKG Puritan IGKG. Puritan Wijaya Januhari, Nyoman Utami Kadek Ardi Juniawan Komang Nova Triana Cipta Komang Nova Triana Putra Kusumadewa, I Putu Ananta Luh Made Yulyantari, Luh Made Mahottama, Dewa Bagus Satya Meilyanjani, Ni Putu Gita Ni Ketut Dewi Ari Jayanti Ni Luh Gede Pivin Suwirmayanti, S.Kom, MT, Ni Luh Gede Pivin Ni Made Damayanti Ni Made Dewi Kansa Putri, Ni Made Dewi Kansa Ni Made Wirastika Sari Ni Made Wirastika Sari, Ni Made Wirastika Ni Nyoman Utami Januhari Ni Nyoman Utami Januhari, Ni Nyoman Ni Putu Ady Oka Anjani Ni Putu Cindy Wulandari Ni Putu Desy Damayanthi . Ni Putu Virgi Savita Ni Wayan Eka Puput Novianti Nugraha, Dwi Haryadi Parwita, I Made Mika Putra, Putu Muliana Putu Eva Susanti Putu Ricky Teddy Septian Rai Dwiki Purwa Mahendra Ricky Aurelius Nutanto Diaz, Ricky Aurelius Rizky Sudiantoro Septian, Putu Ricky Teddy Septian, Ricky Teddy Setyaningrum, K. Putri Susiriyanti, Putu Sutha, Dewa Gede Yudisena Nanda Tri Aditya Agustiawan Trinadi, Ni Komang Ayu Widyawati, Kadek Ayu Wirawan, I Wayan Arik Yuana, Putu Shakila Ayunia Yusadara, I Gede Putra Mas