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All Journal JPTK: Jurnal Pendidikan Teknologi dan Kejuruan Jurnal Informatika dan Teknik Elektro Terapan Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) JURNAL MEDIA INFORMATIKA BUDIDARMA Anterior Jurnal Simtek : Jurnal Sistem Informasi dan Teknik Komputer Jurnal Teknologi Informasi dan Pendidikan Jutisi: Jurnal Ilmiah Teknik Informatika dan Sistem Informasi Progresif: Jurnal Ilmiah Komputer JASIEK (Jurnal Aplikasi Sains, Informasi, Elektronika dan Komputer) ILKOMNIKA: Journal of Computer Science and Applied Informatics Jurnal Abdi Insani Dimasejati: Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian Masyarakat Multidisiplin Jurnal Pengabdian Masyarakat Indonesia International Journal of Engineering, Science and Information Technology HOAQ (High Education of Organization Archive Quality) : Jurnal Teknologi Informasi Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD Journal of Research in Social Science and Humanities NUSRA: Jurnal Penelitian dan Ilmu Pendidikan Prosiding University Research Colloquium Malcom: Indonesian Journal of Machine Learning and Computer Science Jurnal Pengabdian Masyarakat Tapis Berseri Internet of Things and Artificial Intelligence Journal Jurnal Lentera Pengabdian Surya Informatika JRIIN :Jurnal Riset Informatika dan Inovasi Jurnal Rekayasa Sistem Informasi dan Teknologi Jurnal Sains Komputer dan Sistem Informasi SmartComp Nusantara Journal of Multidisciplinary Science Prosiding Seminar Nasional Unimus Economic and Education Journal (Ecoducation) Informasi interaktif : jurnal informatika dan teknologi informasi Prosiding SeNTIK STI&K Ecoducation Advance Sustainable Science, Engineering and Technology (ASSET)
Yoga Sahria
Universitas Negeri Yogjakarta
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Journal : Anterior Jurnal

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CAR VEHICLE IMAGE OBJECT DETECTION USING YOU ONLY LIVE ONCE (YOLO) Azizah, Nur; Sahria, Yoga; Sahwari, Sahwari; Iskandar, Muhaimin
Anterior Jurnal Vol. 22 No. 3 (2023): Anterior Jurnal
Publisher : ​Institute for Research and Community Services Universitas Muhammadiyah Palangkaraya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33084/anterior.v22i3.5577

Abstract

This research aims to analyze the performance of image object detection methods using You Only Live Once (YOLO) specifically in the context of car detection. YOLO-based object detection methods have gained great attention in the artificial intelligence community due to their ability to perform real-time object detection. In this research, we focus on using YOLO to detect car objects in images. The YOLO method will be tested for performance using a dataset of car images that have been collected from various sources. This dataset includes various lighting conditions, backgrounds, and car positions. The training process will be performed using the YOLO architecture that has been pre-trained with an extensive dataset. In the testing phase, the performance of the YOLO method in car object detection will be evaluated using standard evaluation metrics such as precision, detection speed, and recall. The results of this study will show the success rate of YOLO in car detection in images and provide a better understanding of the limitations and advantages of this method. The conclusion of this research is expected to provide valuable insight into the use of the YOLO method in car object detection. This information can be used as a basis for the development and improvement of YOLO-based object detection methods, and can be applied in various applications such as automated vehicle security systems and traffic analysis.
Co-Authors Abdurrahman Yusuf Wijasena Aditiya Ramputra Pratama AINI HIDAYATI Amrulloh, Faiz Nazhir Annisa Rachman Ariadanu, Bian Khusharyanto Bagas Satria Tri Wicaksana Budi Santosa Budi Santosa Cahyo Anggoro Da Yuan, Ferdinansyah Daffa Abiyyu Dhomas Hatta Fudholi Diya Almustofa Al Banatusi Dwi Budi Santoso Edwina Nur Utami Eko Marpanaji Fadyla, Maura Fara Fajaryati, Putu Sudira Fakhri Khairi Fatra Rulyan Adha Febriarini, Nurul Isnaini Firmansyah, Daffa Fudholi, Dhomas Hatta Gugum Saefuloh Zidni Hakiki, Rofik Haryoko Haryoko Hasani, M. Iqbal Ike Yunia Pasa Ilham, Muhamad Imam Ilmira Yulfihani Iskandar, Muhaimin Isnaini Febriarini, Nurul Iswardani Galihrukmi Kartikaningsih Kartikaningsih Khairi, Fakhri Khomaeni, Nasrullah Kusumawardhana, Ap Massri M Lintang Ardi Avdillah Mhd Salim, Mohamad Hidir Mochamad Bruri Triyono Mofu, Alfred Michel Muchlas Muchlas Muclas, Muclas Muhamad Rico Aditya Prayoga Muhammad Hafidz Muhammad Hafidz, Muhammad Mutiara Nugraheni Nur Azizah Nur Azizah Nur Wahyuni Nurjaman, Muhammad Nursusanto, Stevanus Widuri Nurul Isnaini Febriarini Nurul Isnaini Febriarini Nuryake Fajaryati Pardjono, P. Pipit Utami Piskonata, Yogi Pramesti , Sekar Pratiwi Wulandarib Prihandini, Tinesa Fara Prihandini, Tinesa Fara Priyanto Priyanto, Priyanto Purnomo, Muhamad Tito Putu Sudira Putu Sudira Putu Sudira Putu Sudira Rachman, Annisa Rahayu Fuji Astuti Rahma Nurul Fauziah Retno Prihatini Reza Saputra, Reza Rismawati, Yunda Michel Sahria, Bela Fataya Azmi Yoga sahwari, Sahwari Salim, Mohamad Hidir Mhd Saputra, Yodhi Anugrah Damar Sari, Praramadini Saroh, Vetin Yumita Sekarningrum, Anggun Anindya Septian Rahman Hakim Septiono Eko Bawono Septiono Eko Bawono Setiawati, Nunung Setyorini, Eka Nur Wahyu Sri Mulyani Sudharta, Erik Yumita Sudira , Putu Sugiman, Zam Afuw Imama Sulaeman, Hielmi Suwardi Suwardi Syahaddan, Muhamad Maulana Tinesa Fara Tri Kuat, Tri Utami, Afifah Nur Visco Adam Bramasta Wahyudi, Rudhi Widodo Widodo, Widodo Wijayanto, Ristu Aji Wiji Nurastuti, Wiji Wilda Sa’adah William Prapdeson Laksono Winarso, Didik Wulansari, Alfianda Suci Yodhi Anugrah Damar Saputra Zam Afuw Imama Sugiman Zukhrian Shafarazaq Zulfa Anwari