Deteksi dan Pengenalan Objek Dengan Model Machine Learning: Model Yolo

Object recognition and detection have been in request by numerous parties since Computer Vision innovation within the 1960s, both within the industrial and medical area. Since then, many studies have focused on object recognition and detection with various types of algorithm models that can recogniz...

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Autores principales:	Qurotul Aini, Ninda Lutfiani, Hendra Kusumah, Muhammad Suzaki Zahran
Formato:	article
Lenguaje:	ID
Publicado:	Universitas Negeri Medan 2021
Materias:	object detection yolo object recognition algorithm efficiency Electronic computers. Computer science QA75.5-76.95
Acceso en línea:	https://doaj.org/article/c5b34bcb0e7a4c89b28179b2becf2d13
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id	oai:doaj.org-article:c5b34bcb0e7a4c89b28179b2becf2d13
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spelling	oai:doaj.org-article:c5b34bcb0e7a4c89b28179b2becf2d132021-11-27T05:26:27ZDeteksi dan Pengenalan Objek Dengan Model Machine Learning: Model Yolo2502-71312502-714X10.24114/cess.v6i2.25840https://doaj.org/article/c5b34bcb0e7a4c89b28179b2becf2d132021-07-01T00:00:00Zhttps://jurnal.unimed.ac.id/2012/index.php/cess/article/view/25840https://doaj.org/toc/2502-7131https://doaj.org/toc/2502-714XObject recognition and detection have been in request by numerous parties since Computer Vision innovation within the 1960s, both within the industrial and medical area. Since then, many studies have focused on object recognition and detection with various types of algorithm models that can recognize and detect objects in an image. However, not all of these algorithm models are efficient and effective in their application. Most of the previous algorithm models have a relatively high level of complexity. Here, the author tries to explain and introduce the YOLO (You only look once) algorithm model, which has a high enough image detection processing speed capability and accuracy that can compete with the previous algorithm models. There are several advantages and disadvantages of each version made, which are explained in the discussion section.Qurotul AiniNinda LutfianiHendra KusumahMuhammad Suzaki ZahranUniversitas Negeri Medanarticleobject detectionyoloobject recognitionalgorithmefficiencyElectronic computers. Computer scienceQA75.5-76.95IDCESS (Journal of Computer Engineering, System and Science), Vol 6, Iss 2, Pp 192-199 (2021)
institution	DOAJ
collection	DOAJ
language	ID
topic	object detection yolo object recognition algorithm efficiency Electronic computers. Computer science QA75.5-76.95
spellingShingle	object detection yolo object recognition algorithm efficiency Electronic computers. Computer science QA75.5-76.95 Qurotul Aini Ninda Lutfiani Hendra Kusumah Muhammad Suzaki Zahran Deteksi dan Pengenalan Objek Dengan Model Machine Learning: Model Yolo
description	Object recognition and detection have been in request by numerous parties since Computer Vision innovation within the 1960s, both within the industrial and medical area. Since then, many studies have focused on object recognition and detection with various types of algorithm models that can recognize and detect objects in an image. However, not all of these algorithm models are efficient and effective in their application. Most of the previous algorithm models have a relatively high level of complexity. Here, the author tries to explain and introduce the YOLO (You only look once) algorithm model, which has a high enough image detection processing speed capability and accuracy that can compete with the previous algorithm models. There are several advantages and disadvantages of each version made, which are explained in the discussion section.
format	article
author	Qurotul Aini Ninda Lutfiani Hendra Kusumah Muhammad Suzaki Zahran
author_facet	Qurotul Aini Ninda Lutfiani Hendra Kusumah Muhammad Suzaki Zahran
author_sort	Qurotul Aini
title	Deteksi dan Pengenalan Objek Dengan Model Machine Learning: Model Yolo
title_short	Deteksi dan Pengenalan Objek Dengan Model Machine Learning: Model Yolo
title_full	Deteksi dan Pengenalan Objek Dengan Model Machine Learning: Model Yolo
title_fullStr	Deteksi dan Pengenalan Objek Dengan Model Machine Learning: Model Yolo
title_full_unstemmed	Deteksi dan Pengenalan Objek Dengan Model Machine Learning: Model Yolo
title_sort	deteksi dan pengenalan objek dengan model machine learning: model yolo
publisher	Universitas Negeri Medan
publishDate	2021
url	https://doaj.org/article/c5b34bcb0e7a4c89b28179b2becf2d13
work_keys_str_mv	AT qurotulaini deteksidanpengenalanobjekdenganmodelmachinelearningmodelyolo AT nindalutfiani deteksidanpengenalanobjekdenganmodelmachinelearningmodelyolo AT hendrakusumah deteksidanpengenalanobjekdenganmodelmachinelearningmodelyolo AT muhammadsuzakizahran deteksidanpengenalanobjekdenganmodelmachinelearningmodelyolo
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Deteksi dan Pengenalan Objek Dengan Model Machine Learning: Model Yolo

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