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All Journal Jurnal Rekayasa Sistem Industri Jurnal Transformatika JUITA : Jurnal Informatika Journal of Information Systems Engineering and Business Intelligence Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) RABIT: Jurnal Teknologi dan Sistem Informasi Univrab Jurnal Studi Manajemen dan Bisnis JURNAL MEDIA INFORMATIKA BUDIDARMA JRST (Jurnal Riset Sains dan Teknologi) JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI JURIKOM (Jurnal Riset Komputer) Logista: Jurnal Ilmiah Pengabdian Kepada Masyarakat Jurnal Riset Informatika Abdimas Umtas : Jurnal Pengabdian kepada Masyarakat Jurnal Manajemen Informatika dan Sistem Informasi REMIK : Riset dan E-Jurnal Manajemen Informatika Komputer Jurnal E-Komtek Jurnal Manajemen Bisnis Madani : Indonesian Journal of Civil Society Jurnal Graha Pengabdian Teknika JURPIKAT (Jurnal Pengabdian Kepada Masyarakat) Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) ICTEE (Engineering Journals of Information, control, telecommunication and electrical) Jurnal Indonesia : Manajemen Informatika dan Komunikasi Journal of Dinda : Data Science, Information Technology, and Data Analytics eProceedings of Management El-Mujtama: Jurnal Pengabdian Masyarakat Jurnal Indonesia : Manajemen Informatika dan Komunikasi
Diovianto Putra Rakhmadani
Institut Teknologi Telkom, Purwokerto
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Public Health Social Sciences Other

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Journal : Jurnal Transformatika

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YOLO Algorithm for Detecting People in Social Distancing System Adhinata, Faisal Dharma; Rakhmadani, Diovianto Putra; Segara, Alon Jala Tirta
Jurnal Transformatika Vol. 19 No. 1 (2021): July 2021
Publisher : Jurusan Teknologi Informasi Universitas Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26623/transformatika.v19i1.3582

Abstract

Social distancing is an effort to prevent the spread of the coronavirus. Several systems for monitoring social distancing have been developed. People detection is an essential step in implementing a social distancing system. Failure to detect people causes the social distancing system to be inaccurate. Two people who communicate cannot occur violations of social distancing because one person is not detected. Therefore, we propose a precise person detection method for the social distancing system. The proposed social distancing system uses the YOLOv3 method for people detection and Euclidean Distance for measuring the distance of social distancing. YOLOv3 can detect people's objects precisely, even people who are caught small by the camera. Experiments on two outdoor video datasets result in an F1 value of more than 0.8. This proposed system can serve as a reference for future social distancing research.
Co-Authors Ade Novita, Rizka Ajeng Fitria Rahmawati Akhmad Jayadi Alika, Shintia Dwi Alon Jala Tirta Segara Annisa Nurul Jannah Ariq Cahya Wardhana Aswan Munang Bagus Bayu Sasongko Condro Kartiko Darmansah Dayal Gustopo Setiadjit Denny Purnomo Dian Fikri Risqiana Dewi Dianti, Ine Luna Dwi Januarita Ardianing Kusuma Faisal Dharma Adhinata Fajar Malik Famila Dwi Winati Febry Ardiansyah Fikri Hidayat, Ahmad Gita Fadila Ftiriana Gladi Pawestri Utami Hasada Satria Putra Pratama Hikmah Safitri Hillal Al Rosyid I Putu Restu Indriawan Irwan Susanto Jahfal Rizqi Putra Pradhana Juni Aditya Hidayatullah Luthfi Zian Nasifah Luthfi Zian Nasifah Maliana Puspa Arum Manda Rahmat Husein Lubis Manda Rahmat Husein Lubis Mellinevia Mahera Merlinda Wibowo Metha Khafifah Isty Rikhanah Muhamad Azrino Gustalika Muhammad Arif Bastari Muhammad Eka Purbaya Nabila, Viryal Nasution, Annio Indah Lestari Nur Ghaniaviyanto Ramadhan Prasetyo Yuliantoro Putra, Yudithia Dian Renna Nur Injiyani Rizki Herdianto, Adrian Rizq Athallah Puddin Soetam Rizky Wicaksono Tenia Wahyuningrum Tsabitatul Iffah Van Marsally, Silvia Viryal Nabila Wijayanto, Danur Yuda Satria, Mario Yudha Riswandha, Oksa Zanuar Rahmat Saputra