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Muhammad, Fadil
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Journal : Journal Of Artificial Intelligence And Software Engineering

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Edge Implementation of Vehicle Plate Identification using Haar Classifier and Convolutional Neural Networks Wibowo, Risky Ari; Muhammad, Fadil; Ahendyarti, Ceri; Alimuddin, Alimuddin; Muttakin, Imamul
Journal of Artificial Intelligence and Software Engineering Vol 5, No 2 (2025): Juni On-Progress
Publisher : Politeknik Negeri Lhokseumawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30811/jaise.v5i2.6570

Abstract

The increase in vehicle ownership every year causes a lack of information monitoring on each vehicle. As one of the methods used to find vehicle information, recognizing each number plate is a solution for recognizing vehicles. Utilizing object detection techniques using computer vision in recognizing vehicle number plates can simplify the plate recognition process. The process of identifying and classifying the characters on the plates is conducted simultaneously with a simple implementation which is a benefit of using computer vision in recognizing vehicle plates. The use of the Haar cascade classifier algorithm in this research overcomes the problem of plate detection combined with the Convolutional Neural Networks (CNN) to conduct Optical Character Recognition (OCR) on vehicle plates. The results of vehicle plate recognition in-situ experiments in four real-time tests obtained an average accuracy value of 42.67%.
Co-Authors Absori Absori Adi Santoso Adnan Adnan Ahendyarti, Ceri Aidul Fitriciada Azhari Alhakim, Muhammad Farhan Alshazil, Renata Seikh Amal Arfan, Amal Amalia, Maulidia Khairada Anang Setiawan Andriansyah, Faisal Anward, Aliy Arivin Aprilianti, Dwi Aris Munandar Asdar Ashabul Kahfi, Ashabul Ashdaq, Muhammad Asmirani, Sri Asriha Kurnia Utami Astuti, Nanda Widia Aulia, Wulan Bambang Tjatur Iswanto, Bambang Tjatur Basri Basri Burhamzah, Rahmat Chrisna Bagus Edhita Praja Chyntia Devi, Made Putri Dakum, Dakum Devin, Firdi Dharma Panji Pratama, Yulio Eriyani, Reni Nur Erwatul Fajar, Andi Faiha Alya Febriyanti, Feby Fitria Hidayati, Fitria Habib Muhsin Syafingi Hamzah, Muh. Qardawi Hapiz, Mutiara Haq, Aqamal Hasriadi Heniyatun Herdiana, Dian Hermanto, Andi Hidayat, Rara Saphira Husni Mubarak Husni, Tiara Chintya Imamul Muttakin Irwansyah Sukri Islamiah, Farida Isnaini, Arfian Zhulfia Jaudah, Tsuroyyaa Maitsaa’ Josafat Gracia Ginting Khafi, Syasabila Lia Yulia Budiarti Lovely Lady Maitsaa’ Jaudah, Tsuroyyaa Majiding, Nurul Chalisa Masjudin Maulana, Muhammad Hilman Maulida, Isda Mochammad Imron Awalludin Muharni, Yusraini Muhiddin Palennari Mutmainah, Mutmainah Muztahidul, Islam Md Nafilah, Nada Ningsih, Selly Kudrati Nur Isra' Ahmad Nuraini, Fadhilla Nurhayani, Ulfa Nurwendari, Weny Pamungkas, Seno Aji Pane , Miftah Kharidah Patima, Khusnul Praja, Chrina Bagus Editha Prastyo, Prihartanto Krisna Dwi Pratama, Novan Wisnu Puji Sulistyaningsih Purba, Erny Luxy Qotrunnada, Tiara Rafli Rais, Ahmad Ramadania, Redinta Rangkuti, Muhammad Yunus Rian Fahrizal Rini Herliani Rocky Alfanz, Rocky Rusmawati, Angger Safaana, Aurora Saputra, M.Khalid Fredy Savitri, Ratih Septia, Livia Pijar Setyaningrum, Elsa Dwi Shaafia, Amanda Sibarani, Choms Gary Ganda Tua Siswo Wardoyo Siti Aliyah Siti Khodijah Sitompul, Andreas Jones R Sofian, Muhamad Suciana, Annisa Suharso Suharso Supriadi Supriadi Syahrif, Airul Syahril Syahril Syahril Teguh Firmansyah Tenri Sayu Puspitaningsih Dipoatmodjo Tsabita, Azza Salma Utami, Sintowati Rini Utomo, Tegar Priyo Uzrah, Jaiysul Valentino Aris, Valentino Wibowo, Risky Ari wulan, Sarinah sri Yulia Kurniaty