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All Journal CESS (Journal of Computer Engineering, System and Science) Informatika Mulawarman SISFOTENIKA Voice Of Informatics Aptisi Transactions on Management CCIT (Creative Communication and Innovative Technology) Journal SENSITEK E-JURNAL JUSITI : Jurnal Sistem Informasi dan Teknologi Informasi ICIT (Innovative Creative and Information Technology) Journal Journal Cerita: Creative Education of Research in Information Technology and Artificial Informatics
Hendra Kusumah
University of Raharja
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering

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Journal : CESS (Journal of Computer Engineering, System and Science)

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Deteksi dan Pengenalan Objek Dengan Model Machine Learning: Model Yolo Qurotul Aini; Ninda Lutfiani; Hendra Kusumah; Muhammad Suzaki Zahran
CESS (Journal of Computer Engineering, System and Science) Vol 6, No 2 (2021): Juli 2021
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (589.04 KB) | DOI: 10.24114/cess.v6i2.25840

Abstract

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.
Co-Authors Ahmad Roihan Alfian toro Angga Permana Dendy Jonas Dian Mustika Putri Dwi Apriliasari Falday Kurniawan Fenny Septiyana Ferry Sudarto Ilamsyah - Indri Handayani Indrianto Indrianto Irwansyah Irwansyah Khanna Tiara Mayang Septiawati Muchsin S. Shihab Muhamad Idris Muhammad Suzaki Zahran Muhammad Syarif Ninda Lutfiani Nursohit . Nursohit _ Oktorio Ari Pradana Qurotul Aini Rafika, Ageng Setiani Sugina