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All Journal Jurnal Technopreneur (JTech) ILKOM Jurnal Ilmiah TEKIBA : Jurnal Teknologi dan Pengabdian Masyarakat Abdiformatika: Jurnal Pengabdian Masyarakat Informatika Journal of Technology Research in Information System and Engineering Bulletin of Social Informatics Theory and Application Jurnal Informatika dan Teknik Elektro
Citra Suardi
PSDKU Informatika, Universitas Ciputra, Surabaya, East Java, Indonesia
Agriculture, Biological Sciences & Forestry Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Energy Engineering Mechanical Engineering Social Sciences Other

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Rancang Bangun Sistem Manajemen Palang Parkir AI-IoT Otomatis Menggunakan YOLO & OCR Chandrawan, Maria Angelica; Tanamal, Edgar; Prasetya , Antonius Indra Dharma; Syariati, Kasmir; Suardi, Citra
JTRISTE Vol 10 No 1 (2023): JTRISTE
Publisher : STMIK KHARISMA Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55645/jtriste.v10i1.389

Abstract

Humans and civilization cannot be separated from technological developments. The Internet of Things (IoT) is one type of developing technology that can help and meet everyday needs. The IoT can be used in various fields. One of them in the field of transportation is the parking service system. The problem that is often encountered when visiting a special place such as a mall, apartment, or offices on holidays or holidays is that drivers find it difficult to find a parking space. Based on this description, in this study we designed an automated AI-IoT-based crossbar management system using YOLO and OCR. From this study we obtained satisfactory results regarding the use of YOLOv4 and OCR to detect vehicle plates with a high accuracy rate of 98.75%.
Co-Authors Aji Prasetya Wibawa Alief Muhammad Alvin Yuga Pramana Anak Agung Istri Sri Wiadnyani Apryadi Dwi Putra Tangalayuk Arnold Nasir, Arnold Chandrawan, Maria Angelica Christina Chandra, Nova Christina Chandra, Novi Dani Hari Tunggal Prasetiyo David Sundoro Fanilam Putri, Elma Franklin Jaya Hartawan Abdillah Hasanuddin, Tasrif Kasmir Syariati Lewis, Reinaldo Linda Kurnia Lordianto, Reinaldo Lewis Mas, Ahmad Baihaqi Muh. Aliyazid Mude Prasetya , Antonius Indra Dharma Reinaldo Lewis Reinaldo Lewis Lordianto Sugiarto Cokrowibowo Tamam Asrori Tanamal, Edgar Tasrif Hasanuddin Tjandinegara, Tiffany Tony Antonio