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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

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 Baiq Rika Ayu Febrilia Bramanta, I Gusti Ngurah Alit Bayu Cahya Harya Dharma Damayanthi, Ni Putu Desy Devi, Ni Luh Putu Satya DEVIANA DEVIANA Dewa Putu Adi Krisna Dewantara Dewa Putu Wahyu Adi Putra Dian Rahmani Putri Dwi Praptomo Sudjatmiko Erma Sulistyo Rini Erma Sulistyo Rini, Erma Sulistyo Gautama, I Made Bhaskara Gusti Ayu Putu Cahya Dewi Hery Haryanto I Gede Putra Mas Yusadara I Gede Surya Adi Pranata 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 Komang Agus Ady Aryanto I Made Bhaskara Gautama 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 Nyoman Rudy Hendrawan I Putu Kusa Satrialandipa Putra I Putu Wardhiana Ida Ayu Candra Pradnya Dewi Ida Bagus Jatem Kamandalu Ida Bagus Nyoman Pascima Idiatul Fitri Danasari IGKG Puritan Wijaya ADH 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 Kisman Komang Nova Triana Cipta Komang Nova Triana Putra Meilyanjani, Ni Putu Gita Ni Luh Gede Pivin Suwirmayanti, S.Kom, MT, Ni Luh Gede Pivin Ni Luh Nyoman Wedasari Ni Luh Putri Srinadi Ni Made Astiti Ni Made Damayanti Ni Made Nike Zeamita Widiyanti Ni Made Wirastika Sari Ni Made Wirastika Sari, Ni Made Wirastika Ni Nyoman Utami Januhari Ni Nyoman Utami Januhari Ni Nyoman Utami Januhari, Ni Nyoman Ni Putu Ady Oka Anjani Ni Putu Cindy Wulandari Ni Putu Desy Damayanthi Ni Wayan Deriani, Ni Wayan Ni Wayan Eka Puput Novianti Ni Wayan Risa Rahayu Saraswati Nurrachman Pande Komang Suparyana Parwita, I Made Mika Putra, Putu Muliana Putu Dicky Indrajaya Putu Eva Susanti Putu Ricky Teddy Septian 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 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